Download JNTU Kakinada (Jawaharlal Nehru Technological University, Kakinada) M.Tech (Master of Technology) R13 SSP syllabus
COURSE STRUCTURE
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DETAILED SYLLABUS
For
ECE BRANCH
COMMON FOR
SYSTEMS & SIGNAL PROCESSING (SSP)
DIGITAL IMAGE PROCESSING (DIP)
COMMUNICATION & SIGNAL PROCESSING (C&SP)
COMMUNICATION ENGINEERING & SIGNAL
PROCESSING (CE&SP)
IMAGE PROCESSING(IP)
JAWAHARLAL NEHRU TECHNOLOGY UNIVERSITY KAKINADA
KAKINADA - 533 003, Andhra Pradesh, India
SSP,DIP,CE&SP,IP
1
ACADEMIC REGULATIONS R13 FOR M. Tech (REGULAR)
DEGREE COURSE
Applicable for the students of M. Tech (Regular) Course from the
Academic Year 2013-14 onwards
The M. Tech Degree of Jawaharlal Nehru Technological University
Kakinada shall be conferred on candidates who are admitted to the program
and who fulfil all the requirements for the award of the Degree.
1.0 ELIGIBILITY FOR ADMISSIONS
Admission to the above program shall be made subject to eligibility,
qualification and specialization as prescribed by the University from time to
time.
Admissions shall be made on the basis of merit/rank obtained by the
candidates at the qualifying Entrance Test conducted by the University or
on the basis of any other order of merit as approved by the University,
subject to reservations as laid down by the Govt. from time to time.
2.0 AWARD OF M. Tech DEGREE
2.1
A student shall be declared eligible for the award of the M. Tech
Degree, if he pursues a course of study in not less than two and not
more than four academic years.
2.2
The student shall register for all 80 credits and secure all the 80 credits.
2.3
The minimum instruction days in each semester are 90.
3.0 A. COURSES OF STUDY
The following specializations are offered at present for the M. Tech
course of study.
1.
M.Tech- Structural Engineering
2.
M.Tech- Transportation Engineering
3.
M.Tech- Infrastructure Engineering & Management
4.
ME- Soil Mechanics and Foundation Engineering
5.
M.Tech- Environmental Engineering
6.
M.Tech-Geo-Informatics
7.
M.Tech-Spatial Information Technology
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8.
M.Tech- Civil Engineering
9.
M.Tech -Geo-Technical Engineering
10.
M.Tech- Remote Sensing
11.
M.Tech- Power Electronics
12.
M.Tech- Power & Industrial Drives
13.
M.Tech- Power Electronics & Electrical Drives
14.
M.Tech- Power System Control & Automation
15.
M.Tech- Power Electronics & Drives
16.
M.Tech- Power Systems
17.
M.Tech- Power Systems Engineering
18.
M.Tech- High Voltage Engineering
19.
M.Tech- Power Electronics and Power Systems
20.
M.Tech- Power System and Control
21.
M.Tech- Power Electronics & Systems
22.
M.Tech- Electrical Machines and Drives
23.
M.Tech- Advanced Power Systems
24.
M.Tech- Power Systems with Emphasis on High Voltage Engineering
25.
M.Tech- Control Engineering
26.
M.Tech- Control Systems
27.
M.Tech- Electrical Power Engineering
28.
M.Tech- Power Engineering & Energy System
29.
M.Tech- Thermal Engineering
30.
M.Tech- CAD/CAM
31.
M.Tech- Machine Design
32.
M.Tech- Computer Aided Design and Manufacture
33.
M.Tech- Advanced Manufacturing Systems
34.
M.Tech-Computer Aided Analysis & Design
35.
M.Tech- Mechanical Engineering Design
36.
M.Tech- Systems and Signal Processing
37.
M.Tech- Digital Electronics and Communication Systems
38.
M.Tech- Electronics & Communications Engineering
39.
M.Tech- Communication Systems
40.
M.Tech- Communication Engineering & Signal Processing
41.
M.Tech- Microwave and Communication Engineering
42.
M.Tech- Telematics
SSP,DIP,CE&SP,IP
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43.
M.Tech- Digital Systems & Computer Electronics
44.
M.Tech- Embedded System
45.
M.Tech- VLSI
46.
M.Tech- VLSI Design
47.
M.Tech- VLSI System Design
48.
M.Tech- Embedded System & VLSI Design
49.
M.Tech- VLSI & Embedded System
50.
M.Tech- VLSI Design & Embedded Systems
51.
M.Tech- Image Processing
52.
M.Tech- Digital Image Processing
53.
M.Tech- Computers & Communication
54.
M.Tech- Computers & Communication Engineering
55.
M.Tech- Instrumentation & Control Systems
56.
M.Tech ? VLSI & Micro Electronics
57.
M.Tech ? Digital Electronics & Communication Engineering
58.
M.Tech- Embedded System & VLSI
59.
M.Tech- Computer Science & Engineering
60.
M.Tech- Computer Science
61.
M.Tech- Computer Science & Technology
62.
M.Tech- Computer Networks
63.
M.Tech- Computer Networks & Information Security
64.
M.Tech- Information Technology
65.
M.Tech- Software Engineering
66.
M.Tech- Neural Networks
67.
M.Tech- Chemical Engineering
68.
M.Tech- Biotechnology
69.
M.Tech- Nano Technology
70.
M.Tech- Food Processing
71.
M.Tech- Avionics
and any other course as approved by AICTE/ University from time to time.
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3.0 B.
Departments offering M. Tech Programmes with specializations
are noted below:
Civil Engg.
1.
M.Tech- Structural Engineering
2.
M.Tech- Transportation Engineering
3.
M.Tech- Infrastructure Engineering & Management
4.
ME- Soil Mechanics and Foundation Engineering
5.
M.Tech- Environmental Engineering
6.
M.Tech-Geo-Informatics
7.
M.Tech-Spatial Information Technology
8.
M.Tech- Civil Engineering
9.
M.Tech -Geo-Technical Engineering
10. M.Tech- Remote Sensing
E E E
1.
M.Tech- Power Electronics
2.
M.Tech- Power & Industrial Drives
3.
M.Tech- Power Electronics & Electrical Drives
4.
M.Tech- Power System Control & Automation
5.
M.Tech- Power Electronics & Drives
6.
M.Tech- Power Systems
7.
M.Tech- Power Systems Engineering
8.
M.Tech- High Voltage Engineering
9.
M.Tech- Power Electronics and Power Systems
10. M.Tech- Power System and Control
11. M.Tech- Power Electronics & Systems
12. M.Tech- Electrical Machines and Drives
13. M.Tech- Advanced Power Systems
14. M.Tech- Power Systems with Emphasis on High
Voltage Engineering
15. M.Tech- Control Engineering
16. M.Tech- Control Systems
17. M.Tech- Electrical Power Engineering
18. M.Tech- Power Engineering & Energy System
M E
1.
M.Tech- Thermal Engineering
2.
M.Tech- CAD/CAM
3.
M.Tech- Machine Design
4.
M.Tech- Computer Aided Design and Manufacture
5.
M.Tech- Advanced Manufacturing Systems
6.
M.Tech-Computer Aided Analysis & Design
7.
M.Tech- Mechanical Engineering Design
SSP,DIP,CE&SP,IP
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E C E
1.
M.Tech- Systems and Signal Processing
2.
M.Tech- Digital Electronics and Communication
Systems
3.
M.Tech- Electronics & Communications Engineering
4.
M.Tech- Communication Systems
5.
M.Tech- Communication Engineering & Signal
Processing
6.
M.Tech- Microwave and Communication Engineering
7.
M.Tech- Telematics
8.
M.Tech- Digital Systems & Computer Electronics
9.
M.Tech- Embedded System
10. M.Tech- VLSI
11. M.Tech- VLSI Design
12. M.Tech- VLSI System Design
13. M.Tech- Embedded System & VLSI Design
14. M.Tech- VLSI & Embedded System
15. M.Tech- VLSI Design & Embedded Systems
16. M.Tech- Image Processing
17. M.Tech- Digital Image Processing
18. M.Tech- Computers & Communication
19. M.Tech- Computers & Communication Engineering
20. M.Tech- Instrumentation & Control Systems
21. M.Tech ? VLSI & Micro Electronics
22. M.Tech ? Digital Electronics & Communication
Engineering
23. M.Tech- Embedded System & VLSI
CSE
1.
M.Tech- Computer Science & Engineering
2.
M.Tech- Computer Science
3.
M.Tech- Computer Science & Technology
4.
M.Tech- Computer Networks
5.
M.Tech- Computer Networks & Information Security
6.
M.Tech- Information Technology
7.
M.Tech- Software Engineering
8.
M.Tech- Neural Networks
Others
1.
M.Tech- Chemical Engineering
2.
M.Tech- Biotechnology
3.
M.Tech- Nano Technology
4.
M.Tech- Food Processing
5.
M.Tech- Avionics
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4.0 ATTENDANCE
4.1
A student shall be eligible to write University examinations if he
acquires a minimum of 75% of attendance in aggregate of all the
subjects.
4.2
Condonation of shortage of attendance in aggregate up to 10%
(65% and above and below 75%) in each semester shall be
granted by the College Academic Committee.
4.3
Shortage of Attendance below 65% in aggregate shall not be
condoned.
4.4
Students whose shortage of attendance is not condoned in
any semester are not eligible to write their end semester
examination of that class.
4.5
A prescribed fee shall be payable towards condonation of
shortage of attendance.
4.6
A student shall not be promoted to the next semester unless he
satisfies the attendance requirement of the present semester, as
applicable. They may seek readmission into that semester when
offered next. If any candidate fulfills the attendance requirement
in the present semester, he shall not be eligible for readmission
into the same class.
5.0 EVALUATION
The performance of the candidate in each semester shall be evaluated
subject-wise, with a maximum of 100 marks for theory and 100 marks for
practicals, on the basis of Internal Evaluation and End Semester Examination.
5.1
For the theory subjects 60 marks shall be awarded based on the
performance in the End Semester Examination and 40 marks
shall be awarded based on the Internal Evaluation. The internal
evaluation shall be made based on the average of the marks
secured in the two Mid Term-Examinations conducted-one in
the middle of the Semester and the other immediately after the
completion of instruction. Each mid term examination shall be
conducted for a total duration of 120 minutes with 4 questions
(without choice) each question for 10 marks. End semester
examination is conducted for 60 marks for 5 questions to be
answered out of 8 questions.
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5.2
For practical subjects, 60 marks shall be awarded based on the
performance in the End Semester Examinations and 40 marks
shall be awarded based on the day-to-day performance as
Internal Marks.
5.3
There shall be two seminar presentations during III semester
and IV semester. For seminar, a student under the supervision
of a faculty member, shall collect the literature on a topic and
critically review the literature and submit it to the department in
a report form and shall make an oral presentation before the
Project Review Committee consisting of Head of the Department,
Supervisor and two other senior faculty members of the
department. For each Seminar there will be only internal
evaluation of 50 marks. A candidate has to secure a minimum of
50% of marks to be declared successful.
5.4
A candidate shall be deemed to have secured the minimum
academic requirement in a subject if he secures a minimum of
40% of marks in the End semester Examination and a minimum
aggregate of 50% of the total marks in the End Semester
Examination and Internal Evaluation taken together.
5.5
In case the candidate does not secure the minimum academic
requirement in any subject (as specified in 5.4) he has to reappear
for the End semester Examination in that subject. A candidate
shall be given one chance to re-register for each subject provided
the internal marks secured by a candidate are less than 50% and
has failed in the end examination. In such a case, the candidate
must re-register for the subject(s) and secure the required
minimum attendance. The candidate's attendance in the re-
registered subject(s) shall be calculated separately to decide
upon his eligibility for writing the end examination in those
subject(s). In the event of the student taking another chance,
his internal marks and end examination marks obtained in the
previous attempt stand cancelled. For re-registration the
candidates have to apply to the University through the college
by paying the requisite fees and get approval from the
University before the start of the semester in which re-
registration is required.
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5.6
In case the candidate secures less than the required attendance
in any re registered subject (s), he shall not be permitted to
write the End Examination in that subject. He shall again re-
register the subject when next offered.
5.7
Laboratory examination for M. Tech. courses must be conducted
with two Examiners, one of them being the Laboratory Class
Teacher or teacher of the respective college and the second
examiner shall be appointed by the university from the panel of
examiners submitted by the respective college.
6.0 EVALUATION OF PROJECT/DISSERTATION WORK
Every candidate shall be required to submit a thesis or dissertation
on a topic approved by the Project Review Committee.
6.1
A Project Review Committee (PRC) shall be constituted with
Head of the Department and two other senior faculty members.
6.2
Registration of Project Work: A candidate is permitted to register
for the project work after satisfying the attendance requirement
of all the subjects, both theory and practical.
6.3
After satisfying 6.2, a candidate has to submit, in consultation
with his project supervisor, the title, objective and plan of action
of his project work for approval. The student can initiate the
Project work, only after obtaining the approval from the Project
Review Committee (PRC).
6.4
If a candidate wishes to change his supervisor or topic of the
project, he can do so with the approval of the Project Review
Committee (PRC). However, the Project Review Committee (PRC)
shall examine whether or not the change of topic/supervisor
leads to a major change of his initial plans of project proposal.
If yes, his date of registration for the project work starts from
the date of change of Supervisor or topic as the case may be.
6.5
A candidate shall submit his status report in two stages at least
with a gap of 3 months between them.
6.6
The work on the project shall be initiated at the beginning of
the II year and the duration of the project is two semesters. A
candidate is permitted to submit Project Thesis only after
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9
successful completion of theory and practical course with the
approval of PRC not earlier than 40 weeks from the date of
registration of the project work. The candidate has to pass all
the theory and practical subjects before submission of the
Thesis.
6.7
Three copies of the Project Thesis certified by the supervisor
shall be submitted to the College/School/Institute.
6.8
The thesis shall be adjudicated by one examiner selected by the
University. For this, the Principal of the College shall submit a
panel of 5 examiners, eminent in that field, with the help of the
guide concerned and head of the department.
6.9
If the report of the examiner is not favourable, the candidate
shall revise and resubmit the Thesis, in the time frame as decided
by the PRC. If the report of the examiner is unfavorable again,
the thesis shall be summarily rejected. The candidate has to re-
register for the project and complete the project within the
stipulated time after taking the approval from the University.
6.10 If the report of the examiner is favourable, Viva-Voce examination
shall be conducted by a board consisting of the Supervisor,
Head of the Department and the examiner who adjudicated the
Thesis. The Board shall jointly report the candidate's work as
one of the following:
A.
Excellent
B.
Good
C.
Satisfactory
D.
Unsatisfactory
The Head of the Department shall coordinate and make arrangements
for the conduct of Viva-Voce examination.
6.11 If the report of the Viva-Voce is unsatisfactory, the candidate
shall retake the Viva-Voce examination only after three months.
If he fails to get a satisfactory report at the second Viva-Voce
examination, the candidate has to re-register for the project and
complete the project within the stipulated time after taking the
approval from the University.
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7.0 AWARD OF DEGREE AND CLASS
After a student has satisfied the requirements prescribed for the
completion of the program and is eligible for the award of M. Tech. Degree
he shall be placed in one of the following four classes:
Class Awarded
% of marks to be secured
First Class with Distinction
70% and above (Without any
Supplementary Appearance )
First Class
Below 70% but not less than 60%
70% and above (With any
Supplementary Appearance )
Second Class
Below 60% but not less than 50%
The marks in internal evaluation and end examination shall be shown
separately in the memorandum of marks.
8.0 WITHHOLDING OF RESULTS
If the student has not paid the dues, if any, to the university or if any
case of indiscipline is pending against him, the result of the student will be
withheld. His degree will be withheld in such cases.
4.0 TRANSITORY REGULATIONS ( for R09 )
9.1
Discontinued or detained candidates are eligible for re-
admission into same or equivalent subjects at a time as and
when offered.
9.2
The candidate who fails in any subject will be given two
chances to pass the same subject; otherwise, he has to identify
an equivalent subject as per R13 academic regulations.
10. GENERAL
10.1 Wherever the words "he", "him", "his", occur in the
regulations, they include "she", "her", "hers".
10.2 The academic regulation should be read as a whole for the
purpose of any interpretation.
10.3 In the case of any doubt or ambiguity in the interpretation of
the above rules, the decision of the Vice-Chancellor is final.
10.4 The University may change or amend the academic regulations
or syllabi at any time and the changes or amendments made
shall be applicable to all the students with effect from the
dates notified by the University.
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MALPRACTICES RULES
DISCIPLINARY ACTION FOR / IMPROPER CONDUCT IN
EXAMINATIONS
Nature of Malpractices/
Punishment
Improper conduct
If the candidate:
1. (a) Possesses or keeps accessible Expulsion from the examination hall
in examination hall, any paper, and cancellation of the
note book, programmable performance in that subject only.
calculators, Cell phones, pager,
palm computers or any other
form of material concerned
with or related to the subject
of the examination (theory or
practical) in which he is
appearing but has not made
use of (material shall include
any marks on the body of the
candidate which can be used
as an aid in the subject of the
examination)
(b)
Gives assistance or guidance Expulsion from the examination hall
or receives it from any other and cancellation of the
candidate orally or by any performance in that subject only of
other body language methods all the candidates involved. In case
or communicates through cell of an outsider, he will be handed
phones with any candidate or over to the police and a case is
persons in or outside the exam registered against him.
hall in respect of any matter.
2.
Has copied in the examination Expulsion from the examination hall
hall from any paper, book, and cancellation of the
programmable calculators, performance in that subject and all
palm computers or any other other subjects the candidate has
form of material relevant to the already appeared including
subject of the examination practical examinations and project
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(theory or practical) in which work and shall not be permitted to
the candidate is appearing.
appear for the remaining
examinations of the subjects of that
Semester/year. The Hall Ticket of
the candidate is to be cancelled
and sent to the University.
3.
Impersonates any other The candidate who has
candidate in connection with impersonated shall be expelled from
the examination.
examination hall. The candidate is
also debarred and forfeits the seat.
The performance of the original
candidate who has been
impersonated, shall be cancelled in
all the subjects of the examination
(including practicals and project
work) already appeared and shall
not be allowed to appear for
examinations of the remaining
subjects of that semester/year. The
candidate is also debarred for two
consecutive semesters from class
work and all University
examinations. The continuation of
the course by the candidate is
subject to the academic regulations
in connection with forfeiture of
seat. If the imposter is an outsider,
he will be handed over to the police
and a case is registered against him.
4.
Smuggles in the Answer book Expulsion from the examination hall
or additional sheet or takes out and cancellation of performance in
or arranges to send out the that subject and all the other
question paper during the subjects the candidate has already
examination or answer book or appeared including practical
additional sheet, during or after examinations and project work and
SSP,DIP,CE&SP,IP
13
the examination.
shall not be permitted for the
remaining examinations of the
subjects of that semester/year. The
candidate is also debarred for two
consecutive semesters from class
work and all University
examinations. The continuation of
the course by the candidate is
subject to the academic regulations
in connection with forfeiture of seat.
5.
Uses objectionable, abusive or Cancellation of the performance in
offensive language in the that subject.
answer paper or in letters to the
examiners or writes to the
examiner requesting him to
award pass marks.
6.
Refuses to obey the orders of In case of students of the college,
the Chief Superintendent/ they shall be expelled from
Assistant ? Superintendent / examination halls and cancellation of
any officer on duty or their performance in that subject and
misbehaves or creates all other subjects the candidate(s)
disturbance of any kind in and has (have) already appeared and
around the examination hall or shall not be permitted to appear for
organizes a walk out or the remaining examinations of the
instigates others to walk out, subjects of that semester/year. The
or threatens the officer-in candidates also are debarred and
charge or any person on duty forfeit their seats. In case of
in or outside the examination outsiders, they will be handed over
hall of any injury to his person to the police and a police case is
or to any of his relations registered against them.
whether by words, either
spoken or written or by signs
or by visible representation,
assaults the officer-in-charge,
or any person on duty in or
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outside the examination hall or
any of his relations, or
indulges in any other act of
misconduct or mischief which
result in damage to or
destruction of property in the
examination hall or any part of
the College campus or
engages in any other act which
in the opinion of the officer on
duty amounts to use of unfair
means or misconduct or has
the tendency to disrupt the
orderly conduct of the
examination.
7.
Leaves the exam hall taking Expulsion from the examination hall
away answer script or and cancellation of performance in
intentionally tears of the script that subject and all the other
or any part thereof inside or subjects the candidate has already
outside the examination hall. appeared including practical
examinations and project work and
shall not be permitted for the
remaining examinations of the
subjects of that semester/year. The
candidate is also debarred for two
consecutive semesters from class
work and all University
examinations. The continuation of
the course by the candidate is
subject to the academic regulations
in connection with forfeiture of seat.
8.
Possess any lethal weapon or Expulsion from the examination hall
firearm in the examination hall. and cancellation of the performance
in that subject and all other subjects
the candidate has already appeared
including practical examinations
and project work and shall not be
permitted for the remaining
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examinations of the subjects of that
semester/year. The candidate is
also debarred and forfeits the seat.
9.
If student of the college, who Student of the colleges expulsion
is not a candidate for the from the examination hall and
particular examination or any cancellation of the performance in
person not connected with the that subject and all other subjects
college indulges in any the candidate has already appeared
malpractice or improper including practical examinations
conduct mentioned in clause 6 and project work and shall not be
to 8.
permitted for the remaining
examinations of the subjects of that
semester/year. The candidate is also
debarred and forfeits the seat.
Person(s) who do not belong to the
College will be handed over to police
and, a police case will be registered
against them.
10.
Comes in a drunken condition Expulsion from the examination hall
to the examination hall.
and cancellation of the
performance in that subject and all
other subjects the candidate has
already appeared including
practical examinations and project
work and shall not be permitted for
the remaining examinations of the
subjects of that semester/year.
11.
Copying detected on the basis Cancellation of the performance in
of internal evidence, such as, that subject and all other subjects
during valuation or during the candidate has appeared
special scrutiny.
including practical examinations
and project work of that semester/
year examinations.
12.
If any malpractice is detected
which is not covered in the
above clauses 1 to 11 shall be
reported to the University for further action
to award suitable punishment.
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Malpractices identified by squad or special invigilators
1.
Punishments to the candidates as per the above guidelines.
2.
Punishment for institutions : (if the squad reports that the college is
also involved in encouraging malpractices)
(i)
A show cause notice shall be issued to the college.
(ii)
Impose a suitable fine on the college.
(iii)
Shifting the examination centre from the college to another
college for a specific period of not less than one year.
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JAWAHARLAL NEHRU TECHNOLOGICAL
UNIVERSITY: KAKINADA
KAKINADA-533003, Andhra Pradesh (India)
For Constituent Colleges and Affiliated Colleges of JNTUK
Ragging
Prohibition of ragging in educational institutions Act 26 of 1997
Salient Features
Ragging within or outside any educational institution is prohibited.
Ragging means doing an act which causes or is likely to cause Insult
or Annoyance of Fear or Apprehension or Threat or Intimidation or
outrage of modesty or Injury to a student
Imprisonment upto
Fine Upto
Teasing,
Embarrassing and
6 Months
+
Rs. 1,000/-
Humiliation
Assaulting or
Using Criminal
1 Year
+
Rs. 2,000/-
force or Criminal
intimidation
Wrongfully
restraining or
2 Years
+
Rs. 5,000/-
confining or
causing hurt
Causing grievous
hurt, kidnapping
or Abducts or rape
5 Years
+
Rs.10,000/-
or committing
unnatural offence
Causing death or
10 Months
+
Rs. 50,000/-
abetting suicide
In Case of Emergency CALL TOLL FREE NO. : 1800 - 425 - 1288
LET US MAKE JNTUK A RAGGING FREE UNIVERSITY
18
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JAWAHARLAL NEHRU TECHNOLOGICAL
UNIVERSITY: KAKINADA
KAKINADA-533003, Andhra Pradesh (India)
For Constituent Colleges and Affiliated Colleges of JNTUK
Ragging
ABSOLUTELY
NO TO RAGGING
1.
Ragging is prohibited as per Act 26 of A.P. Legislative Assembly,
1997.
2.
Ragging entails heavy fines and/or imprisonment.
3.
Ragging invokes suspension and dismissal from the College.
4.
Outsiders are prohibited from entering the College and Hostel without
permission.
5.
Girl students must be in their hostel rooms by 7.00 p.m.
6.
All the students must carry their Identity Card and show them when
demanded
7.
The Principal and the Wardens may visit the Hostels and inspect the
rooms any time.
Jawaharlal Nehru Technological University Kakinada
For Constituent Colleges and Affiliated Colleges of JNTUK
In Case of Emergency CALL TOLL FREE NO. : 1800 - 425 - 1288
LET US MAKE JNTUK A RAGGING FREE UNIVERSITY
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19
Specialization: SSP, DIP, CE&SP, IP
COURSE STRUCTURE
I SEMESTER
S.No Name of the Subject
L
P
C
1
Coding Theory and Applications
4
-
3
2
Transform Techniques
4
-
3
3
Advanced Digital Signal Processing
4
-
3
4
Digital Data Communications
4
-
3
5
Elective I
Statistical Signal Processing
4
-
3
Network Security and Cryptography
Pattern Recognition Principles
6
Elective II
Embedded and Real Time Systems
4
-
3
Soft Computing Techniques
Object Oriented Programming
7
Laboratory
Signal Processing Laboratory
-
3
2
II SEMESTER
1
Adaptive Signal Processing
4
-
3
2
Image & Video Processing
4
-
3
3
Wireless Communication & Networks
4
-
3
4
DSP Processors and Architectures
4
-
3
5
Elective III
RF Circuit Design
4
-
3
Speech Processing
Bio-Medical Signal Processing
6
Elective IV
Internet Protocols
4
-
3
Radar Signal Processing
Detection and Estimation Theory
7
Laboratory
Advanced Signal Processing Laboratory
-
3
2
20
2013-14
III ? SEMESTER
1
Seminar
--
--
2
2
Project
--
--
18
Total
20
IV ? SEMESTER
1
Seminar
--
--
2
2
Project (Continued)
--
--
18
Total
20
The project will be evaluated at the end of the IV Semester
SSP,DIP,CE&SP,IP
21
SYLLABUS
I ? I
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Credits
4
-
3
CODING THEORY AND APPLICATIONS
UNIT ?I
Coding for Reliable Digital Transmission and Storage: Mathematical
model of Information, A Logarithmic Measure of Information, Average
and Mutual Information and Entropy, Types of Errors, Error Control
Strategies.
Linear Block Codes: Introduction to Linear Block Codes, Syndrome
and Error Detection, Minimum Distance of a Block code, Error-Detecting
and Error-correcting Capabilities of a Block code, Standard array and
Syndrome Decoding, Probability of an undetected error for Linear Codes
over a BSC, Hamming Codes. Applications of Block codes for Error
control in data storage system.
UNIT ?II
Cyclic Codes: Description, Generator and Parity-check Matrices,
Encoding, Syndrome Computation and Error Detection, Decoding,
Cyclic Hamming Codes, Shortened cyclic codes, Error-trapping
decoding for cyclic codes, Majority logic decoding for cyclic codes.
UNIT ?III
Convolutional Codes: Encoding of Convolutional Codes, Structural
and Distance Properties, maximum likelihood decoding, Sequential
decoding, Majority- logic decoding of Convolution codes. Application
of Viterbi Decoding and Sequential Decoding, Applications of
Convolutional codes in ARQ system.
UNIT ?IV
Burst ?Error-Correcting Codes:Decoding of Single-Burst error
Correcting Cyclic codes, Single-Burst-Error-Correcting Cyclic codes,
Burst-Error-Correcting Convolutional Codes, Bounds on Burst Error-
Correcting Capability, Interleaved Cyclic and Convolutional Codes,
Phased-Burst ?Error-Correcting Cyclic and Convolutional codes.
22
2013-14
UNIT -V
BCH ? Codes: BCH code- Definition, Minimum distance and BCH
Bounds, Decoding Procedure for BCH Codes- Syndrome Computation
and Iterative Algorithms, Error Location Polynomials and Numbers for
single and double error correction.
TEXT BOOKS:
1.
Error Control Coding- Fundamentals and Applications ?Shu Lin, Daniel
J.Costello,Jr,
Prentice Hall, Inc.
2.
Error Correcting Coding Theory-Man Young Rhee- 1989, McGraw-Hill
Publishing.
REFERENCE BOOKS:
1.
Digital Communications-Fundamental and Application - Bernard Sklar,
PE.
2.
Digital Communications- John G. Proakis, 5th Ed., 2008, TMH.
3.
Introduction to Error Control Codes-Salvatore Gravano-oxford
4.
Error Correction Coding ? Mathematical Methods and Algorithms ?
Todd K.Moon, 2006, Wiley India.
5.
Information Theory, Coding and Cryptography ? Ranjan Bose, 2nd Ed,
2009, TMH.
SSP,DIP,CE&SP,IP
23
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Credits
4
-
3
TRANSFORM TECHNIQUES
UNIT -I
Fourier Analysis:Fourier series, Examples, Fourier Transform,
Properties of Fourier Transform, Examples of Fourier transform, sampling
theorem, Partial sum and Gibbs phenomenon, Fourier analysis of
Discrete time Signals, Discrete Fourier Transform.
Time ? Frequency Analysis: Window function, Short Time Fourier
Transform, Discrete Short Time Fourier Transform, Continuous wavelet
transform, Discrete wavelet transform, wavelet series, Interpretations
of the Time-Frequency plot.
UNIT -II
Transforms: Walsh, Hadamard, Haar and Slant Transforms, DCT, DST,
KLT, Singular value Decomposition ? definition, properties and
applications.
UNIT -III
Continuous Wavelet Transform (CWT): Short comings of STFT, Need
for wavelets, Wavelet Basis- Concept of Scale and its relation with
frequency, Continuous time wavelet Transform Equation- Series
Expansion using Wavelets- CWT- Tiling of time scale plane for CWT.
Important Wavelets: Haar, Mexican Hat, Meyer, Shannon, Daubechies.
UNIT -IV
Multi Rate Analysis and DWT: Need for Scaling function ? Multi
Resolution Analysis, Two-Channel Filter Banks, Perfect Reconstruction
Condition, Relationship between Filter Banks and Wavelet Basis, DWT,
Structure of DWT Filter Banks, Daubechies Wavelet Function,
Applications of DWT.
UNIT -V
Wavelet Packets and Lifting: Wavelet Packet Transform, Wavelet
packet algorithms, Thresholding-Hard thresholding, Soft thresholding,
Multidimensional Wavelets, Bi-orthogonal basis- B-Splines, Lifting
Scheme of Wavelet Generation, Multi Wavelets.
24
2013-14
TEXT BOOKS:
1.
A Wavelet Tour of Signal Processing theory and applications -
Raghuveer M.Rao and Ajit S. Bopardikar, Pearson Edu, Asia, New Delhi,
2003.
2.
K.P.Soman and K.I Ramachandran, " Insight into Wavelets ? from theory
to practice" PHI, Second edition,2008.
REFERENCE BOOKS:
1.
Fundamentals of Wavelets- Theory, Algorithms and Applications -
Jaideva C Goswami, Andrew K Chan, John Wiley & Sons, Inc, Singapore,
1999.
2.
Jaideva C.Goswami and Andrew K.Chan, " Fundamentals of Wavelets"
Wiley publishers, 2006
3.
A Wavelet Tour of Signal Processing-Stephen G. Mallat, Academic
Press, 2 Ed
4.
Digital Image Processing ? S.Jayaraman, S.Esakkirajan, T.Veera Kumar
? TMH,2009
SSP,DIP,CE&SP,IP
25
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Credits
4
-
3
ADVANCED DIGITAL SIGNAL PROCESSING
UNIT ?I
Review of DFT, FFT, IIR Filters and FIR Filters: Multi Rate Signal
Processing: Introduction, Decimation by a factor D, Interpolation by a
factor I, Sampling rate conversion by a rational factor I/D, Multistage
Implementation of Sampling Rate Conversion, Filter design &
Implementation for sampling rate conversion.
UNIT ?II
Applications of Multi Rate Signal Processing: Design of Phase
Shifters, Interfacing of Digital Systems with Different Sampling Rates,
Implementation of Narrow Band Low Pass Filters, Implementation of
Digital Filter Banks, Sub-band Coding of Speech Signals, Quadrature
Mirror Filters, Trans-multiplexers, Over Sampling A/D and D/A
Conversion.
UNIT -III
Non-Parametric Methods of Power Spectral Estimation: Estimation
of spectra from finite duration observation of signals, Non-parametric
Methods: Bartlett, Welch & Blackman-Tukey methods, Comparison of
all Non-Parametric methods
UNIT ?IV
Implementation of Digital Filters:Introduction to filter structures (IIR
& FIR), Frequency sampling structures of FIR, Lattice structures,
Forward prediction error, Backward prediction error, Reflection
coefficients for lattice realization, Implementation of lattice structures
for IIR filters, Advantages of lattice structures.
UNIT ?V
Parametric Methods of Power Spectrum Estimation: Autocorrelation
& Its Properties, Relation between auto correlation & model parameters,
AR Models - Yule-Walker & Burg Methods, MA & ARMA models for
power spectrum estimation, Finite word length effect in IIR digital Filters
? Finite word-length effects in FFT algorithms.
26
2013-14
TEXT BOOKS:
1.
Digital Signal Processing: Principles, Algorithms & Applications -
J.G.Proakis & D. G. Manolakis, 4th Ed., PHI.
2.
Discrete Time Signal Processing - Alan V Oppenheim & R. W Schaffer,
PHI.
3.
DSP ? A Practical Approach ? Emmanuel C. Ifeacher, Barrie. W. Jervis,
2 Ed., Pearson Education.
REFERENCE BOOKS:
1.
Modern Spectral Estimation: Theory & Application ? S. M .Kay, 1988,
PHI.
2.
Multi Rate Systems and Filter Banks ? P.P.Vaidyanathan ? Pearson
Education.
3.
Digital Signal Processing ? S.Salivahanan, A.Vallavaraj, C.Gnanapriya,
2000,TMH
4.
Digital Spectral Analysis ? Jr. Marple
SSP,DIP,CE&SP,IP
27
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Credits
4
-
3
DIGITAL DATA COMMUNICATIONS
UNIT -I
Digital Modulation Schemes:BPSK, QPSK, 8PSK, 16PSK, 8QAM,
16QAM, DPSK ? Methods, Band Width Efficiency, Carrier Recovery,
Clock Recovery.
UNIT -II
Basic Concepts of Data Communications, Interfaces and Modems:
Data Communication Networks, Protocols and Standards, UART, USB,
I2C, I2S, Line Configuration, Topology, Transmission Modes, Digital
Data Transmission, DTE-DCE interface, Categories of Networks ? TCP/
IP Protocol suite and Comparison with OSI model.
UNIT -III
Error Correction: Types of Errors, Vertical Redundancy Check (VRC),
LRC, CRC, Checksum, Error Correction using Hamming code
Data Link Control: Line Discipline, Flow Control, Error Control
Data Link Protocols: Asynchronous Protocols, Synchronous
Protocols, Character Oriented Protocols, Bit-Oriented Protocol, Link
Access Procedures.
UNIT -IV
Multiplexing: Frequency Division Multiplexing (FDM), Time Division
Multiplexing (TDM), Multiplexing Application, DSL.
Local Area Networks: Ethernet, Other Ether Networks, Token Bus,
Token Ring, FDDI.
Metropolitan Area Networks: IEEE 802.6, SMDS
Switching: Circuit Switching, Packet Switching, Message Switching.
Networking and Interfacing Devices: Repeaters, Bridges, Routers,
Gateway, Other Devices.
28
2013-14
UNIT -V
Multiple Access Techniques: Random Access, Aloha- Carrier Sense
Multiple Access (CSMA)- Carrier Sense Multiple Access with Collision
Avoidance (CSMA/CA), Controlled Access- Reservation- Polling-
Token Passing, Channelization, Frequency- Division Multiple Access
(FDMA), Time - Division Multiple Access (TDMA), Code - Division
Multiple Access (CDMA), OFDM and OFDMA.
TEXT BOOKS:
1.
Data Communication and Computer Networking - B. A.Forouzan, 2nd
Ed., 2003, TMH.
2.
Advanced Electronic Communication Systems - W. Tomasi, 5th Ed., 2008,
PEI.
REFERENCE BOOKS:
1.
Data Communications and Computer Networks - Prakash C. Gupta,
2006, PHI.
2.
Data and Computer Communications - William Stallings, 8th Ed., 2007,
PHI.
3.
Data Communication and Tele Processing Systems -T. Housely, 2nd Ed,
2008, BSP.
4. Data Communications and Computer Networks- Brijendra Singh, 2nd Ed.,
2005, PHI.
SSP,DIP,CE&SP,IP
29
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Credits
4
-
3
(ELECTIVE - I)
STATISTICAL SIGNAL PROCESSING
UNIT- I
Signal models and characterization: Types and properties of statistical
models for signals and how they relate to signal processing,Common
second-order methods of characterizing signals including
autocorrelation,partial correlation, cross-correlation, power spectral
density and cross-power spectral density.
UNIT- II
Spectral estimation: Nonparametric methods for estimation of power
spectral density, autocorreleation, cross-correlation,transfer functions,
and coherence form finite signal samples.
UNIT- III
Review of signal processing: A review on random processes, Areview
on filtering random processes, Examples.
Statistical parameter estimation: Maximum likehood estimation,
maximum a posterior stimation, Cramer-Rao bound.
UNIT- IV
Eigen structure based requency estimation: Pisarenko, MUSIC, ESPRIT
their application sensor array direction finding.
Spectrum estimation: Moving average (MA), Auto Regressive (AR),
Auto Regressive Moving Average (ARMA), Various non-parametirc
approaches.
UNIT -V
Wiener filtering: The finite impulse case, causal and non-causal infinite
impulse responses cases, Least mean squares adaptation, recursive
least squares adaptation, Kalman filtering.
30
2013-14
TEXT BOOKS:
1.
Steven M.Kay, fundamentals of statistical signal processing:
estimation Theory,Pretice-Hall,1993.
2.
Monsoon H. Hayes, Stastical digital signal processing and modeling,
USA, Wiley,1996.
REFERENCE BOOKS:
1.
Dimitris G.Manolakis, Vinay K. Ingle, and Stephen M. Kogon, Statistical
and adaptive signal processing, Artech House, Inc,2005, ISBN
1580536107
SSP,DIP,CE&SP,IP
31
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Credits
4
-
3
(ELECTIVE - I)
NETWORK SECURITY AND CRYPTOGRAPHY
UNIT -I
Introduction: Attacks, Services and Mechanisms, Security attacks,
Security services, A Model for Internetwork security. Classical
Techniques: Conventional Encryption model, Steganography, Classical
Encryption Techniques.
Modern Techniques: Simplified DES, Block Cipher Principles, Data
Encryption standard, Strength of DES, Differential and Linear
Cryptanalysis, Block Cipher Design Principles and Modes of
operations.
UNIT -II
Encryption Algorithms: Triple DES, International Data Encryption
algorithm, Blowfish, RC5, CAST-128, RC2, Characteristics of Advanced
Symmetric block cifers.
Conventional Encryption : Placement of Encryption function, Traffic
confidentiality, Key distribution, Random Number Generation.
UNIT -III
Public Key Cryptography: Principles, RSA Algorithm, Key Management,
Diffie-Hellman Key exchange, Elliptic Curve Cryptograpy. Number
Theory: Prime and Relatively prime numbers, Modular arithmetic,
Fermat's and Euler's theorems, Testing for primality, Euclid's Algorithm,
the Chinese remainder theorem, Discrete logarithms.
UNIT -IV
Message Authentication and Hash Functions: Authentication
requirements and functions, Message Authentication, Hash functions,
Security of Hash functions and MACs. Hash and Mac Algorithms
MD File, Message digest Algorithm, Secure Hash Algorithm, RIPEMD-
160, HMAC. Digital signatures and Authentication protocols: Digital
signatures, Authentication Protocols, Digital signature standards.
32
2013-14
Authentication Applications : Kerberos, X.509 directory Authentication
service. Electronic Mail Security: Pretty Good Privacy, S/MIME.
UNIT ?V
IP Security: Overview, Architecture, Authentication, Encapsulating
Security Payload, Combining security Associations, Key Management.
Web Security: Web Security requirements, Secure sockets layer and
Transport layer security, Secure Electronic Transaction.
Intruders, Viruses and Worms
Intruders, Viruses and Related threats.
Fire Walls: Fire wall Design Principles, Trusted systems.
TEXT BOOKS:
1.
Cryptography and Network Security: Principles and Practice - William
Stallings, Pearson Education.
2.
Network Security Essentials (Applications and Standards) by William
Stallings Pearson Education.
REFERENCE BOOKS:
1.
Fundamentals of Network Security by Eric Maiwald (Dreamtech press)
2.
Network Security - Private Communication in a Public World by Charlie
Kaufman, Radia Perlman and Mike Speciner, Pearson/PHI.
3.
Principles of Information Security, Whitman, Thomson.
4.
Network Security: The complete reference, Robert Bragg, Mark Rhodes,
TMH
5.
Introduction to Cryptography, Buchmann, Springer.
SSP,DIP,CE&SP,IP
33
I ? I
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Credits
4
-
3
(ELECTIVE - I)
PATTERN RECOGNITION PRINCIPLES
UNIT -I
Introduction: Fundamental problems in pattern Recognition system
design, Design concepts and methodologies, Simple pattern
recognition model.
Decisions and Distance Functions: Linear and generalized decision
functions, Pattern space and weight space, Geometrical properties,
implementations of decision functions, Minimum-distance pattern
classifications.
Probability - Probability of events: Random variables, Joint distributions
and densities, Movements of random variables, Estimation of parameter
from samples.
UNIT ? II
Decision making - Baye's theorem, Multiple features, Conditionally
independent features, Decision boundaries, Unequal cost of error,
estimation of error rates, the leaving-one-out-techniques, characteristic
curves, estimating the composition of populations. Baye's classifier
for normal patterns.
Non Parametric Decision Making: histogram, kernel and window
estimation, nearest neighbour classification techniques. Adaptive
decision boundaries, adaptive discriminant functions, Minimum
squared error discriminant functions, choosing a decision making
techniques.
UNIT ? III
Clustering and Partitioning: Hierarchical Clustering: Introduction,
agglomerative clustering algorithm, the single-linkage, complete-linkage
and average-linkage algorithm. Ward's method Partition clustering-
Forg's algorithm, K-means's algorithm, Isodata algorithm.
34
2013-14
UNIT- IV
Pattern Preprocessing and Feature selection: distance measures,
clustering transformation and feature ordering, clustering in feature
selection through entropy minimization, features selection through
orthogonal expansion, binary feature selection.
UNIT- V
Syntactic Pattern Recognition and Application of Pattern Recognition:
Concepts from formal language theory, formulation of syntactic pattern
recognition problem, syntactic pattern description, recognition
grammars, automata as pattern recognizers, Application of pattern
recognition techniques in bio-metric, facial recognition, IRIS scon, Finger
prints, etc.,
REFERENCE BOOKS:
1.
Pattern recognition and Image Analysis, Gose. Johnsonbaugh Jost,
PHI.
2.
Pattern Recognition Principle, Tou. Rafael. Gonzalez, Pea.
3.
Pattern Classification, Richard duda, Hart., David Strok, Wiley.
SSP,DIP,CE&SP,IP
35
I ? I
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Credits
4
-
3
(ELECTIVE - II)
EMBEDDED AND REAL TIME OPERATING SYSTEMS
UNIT-I
Introduction OS Services, Process Management, Timer Functions,
Event Functions, Memory Management, Device, File and IO Systems
Management, Interrupt Routines in RTOS Environment and Handling
of Interrupt Source Calls, Real-Time Operating Systems, Basic Design
Using an RTOS, RTOS Task Scheduling Models, Interrupt Latency
and Response of the Tasks as Performance Metrics, OS Security Issues.
UNIT-II
RTOS Programming Basic Functions and Types of RTOS for
Embedded Systems, RTOS mCOS-II, RTOS Vx Works, Programming
concepts of above RTOS with relevant Examples, Programming
concepts of RTOS Windows CE, RTOS OSEK, RTOS Linux 2.6.x and
RTOS RT Linux.
UNIT-III
Program Modeling ? Case Studies Case study of embedded system
design and coding for an Automatic Chocolate Vending Machine
(ACVM) Using Mucos RTOS, case study of digital camera hardware
and software architecture, case study of coding for sending application
layer byte streams on a TCP/IP Network Using RTOS Vx Works, Case
Study of Embedded System for an Adaptive Cruise Control (ACC)
System in Car, Case Study of Embedded System for a Smart Card, Case
Study of Embedded System of Mobile Phone Software for Key Inputs.
UNIT-IV
Target Image Creation & Programming in Linux Off-The-Shelf
Operating Systems, Operating System Software, Target Image Creation
for Window XP Embedded, Porting RTOS on a Micro Controller based
Development Board.
Overview and programming concepts of Unix/Linux Programming, Shell
Programming, System Programming.
36
2013-14
UNIT-V
Programming in RT Linux Overview of RT Linux, Core RT Linux API,
Program to display a message periodically, semaphore management,
Mutex, Management, Case Study of Appliance Control by RT Linux
System.
TEXT BOOKS:
1.
Dr. K.V.K.K. Prasad: "Embedded/Real-Time Systems" Dream Tech
Publications, Black pad book.
2.
Rajkamal: "Embedded Systems-Architecture, Programming and
Design", Tata McGraw Hill Publications, Second Edition, 2008.
REFERENCES:
1.
Labrosse, "Embedding system building blocks ", CMP publishers.
2.
Rob Williams," Real time Systems Development", Butterworth
Heinemann Publications.
SSP,DIP,CE&SP,IP
37
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Credits
4
-
3
(ELECTIVE - II)
SOFT COMPUTING TECHNIQUES
UNIT ?I
Introduction: Approaches to intelligent control, Architecture for
intelligent control, Symbolic reasoning system, Rule-based systems,
the AI approach, Knowledge representation - Expert systems.
UNIT ?II
Artificial Neural Networks: Concept of Artificial Neural Networks
and its basic mathematical model, McCulloch-Pitts neuron model,
simple perceptron, Adaline and Madaline, Feed-forward Multilayer
Perceptron, Learning and Training the neural network, Data Processing:
Scaling, Fourier transformation, principal-component analysis and
wavelet transformations, Hopfield network, Self-organizing network
and Recurrent network, Neural Network based controller.
UNIT ?III
Fuzzy Logic System: Introduction to crisp sets and fuzzy sets, basic
fuzzy set operation and approximate reasoning, Introduction to fuzzy
logic modeling and control, Fuzzification, inferencing and
defuzzification, Fuzzy knowledge and rule bases, Fuzzy modeling and
control schemes for nonlinear systems, Self-organizing fuzzy logic
control, Fuzzy logic control for nonlinear time delay system.
UNIT ?IV
Genetic Algorithm: Basic concept of Genetic algorithm and detail
algorithmic steps, Adjustment of free parameters, Solution of typical
control problems using genetic algorithm, Concept on some other
search techniques like Tabu search and anD-colony search techniques
for solving optimization problems.
UNIT ?V
Applications:GA application to power system optimisation problem,
Case studies: Identification and control of linear and nonlinear dynamic
systems using MATLAB-Neural Network toolbox, Stability analysis
38
2013-14
of Neural-Network interconnection systems, Implementation of fuzzy
logic controller using MATLAB fuzzy-logic toolbox, Stability analysis
of fuzzy control systems.
TEXT BOOKS:
1.
Introduction to Artificial Neural Systems - Jacek.M.Zurada, Jaico
Publishing House, 1999.
2.
Neural Networks and Fuzzy Systems - Kosko, B., Prentice-Hall of India
Pvt. Ltd., 1994.
REFERENCE BOOKS:
1.
Fuzzy Sets, Uncertainty and Information - Klir G.J. & Folger T.A.,
Prentice-Hall of India Pvt. Ltd., 1993.
2.
Fuzzy Set Theory and Its Applications - Zimmerman H.J. Kluwer
Academic Publishers, 1994.
3.
Introduction to Fuzzy Control - Driankov, Hellendroon, Narosa
Publishers.
4.
Artificial Neural Networks - Dr. B. Yagananarayana, 1999, PHI, New
Delhi.
5.
Elements of Artificial Neural Networks - Kishan Mehrotra, Chelkuri K.
Mohan, Sanjay Ranka, Penram International.
6.
Artificial Neural Network ?Simon Haykin, 2nd Ed., Pearson Education.
7.
Introduction Neural Networks Using MATLAB 6.0 - S.N. Shivanandam,
S. Sumati, S. N. Deepa,1/e, TMH, New Delhi.
SSP,DIP,CE&SP,IP
39
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Credits
4
-
3
(ELECTIVE - II)
OBJECT ORIENTED PROGRAMMING
Objective: Implementing programs for user interface and application
development using core java principles
UNIT- I
Objective: Focus on object oriented concepts and java program
structure and its installation
Introduction to OOP
Introduction, Need of Object Oriented Programming, Principles of
Object Oriented Languages, Procedural languages Vs OOP,
Applications of OOP, History of JAVA, Java Virtual Machine, Java
Features, Installation of JDK1.6
UNIT- II
Objective: Comprehension of java programming constructs, control
structures in Java
Programming Constructs
Variables , Primitive Datatypes, Identifiers- Naming Coventions,
Keywords, Literals, Operators-Binary,Unary and ternary, Expressions,
Precedence rules and Associativity, Primitive Type Conversion and
Casting, Flow of control-Branching,Conditional, loops.,
Classes and Objects- classes, Objects, Creating Objects, Methods,
constructors-Constructor overloading, Garbage collector, Class
variable and Methods-Static keyword, this keyword, Arrays, Command
line arguments
UNIT- III
Objective: Implementing Object oriented constructs such as various
class hierarchies, interfaces and exception handling
Inheritance: Types of Inheritance, Deriving classes using extends
keyword, Method overloading, super keyword, final keyword, Abstract
class
Interfaces, Packages and Enumeration: Interface-Extending interface,
Interface Vs Abstract classes, Packages-Creating packages, using
Packages, Access protection, java.lang package
Exceptions & Assertions - Introduction, Exception handling
40
2013-14
techniques-try...catch, throw, throws, finally block, user defined
exception, Assertions
UNIT- IV
Objective: Understanding of Thread concepts and I/O in Java
MultiThreading : java.lang.Thread, The main Thread, Creation of new
threads, Thread priority, Multithreading, Syncronization, suspending
and Resuming threads, Communication between Threads
Input/Output: reading and writing data, java.io package.
UNIT- V
Objective: Being able to build dynamic user interfaces using applets
and Event handling in java
Applets- Applet class, Applet structure, An Example Applet Program,
Applet Life Cycle, paint(),update() and repaint()
Event Handling -Introduction, Event Delegation Model, java.awt.event
Description, Event Listeners, Adapter classes, Inner classes
UNIT- VI
Objective: Understanding of various components of Java AWT and
Swing and writing code snippets using them
Abstract Window Toolkit
Why AWT?, java.awt package, Components and Containers, Button,
Label, Checkbox, Radio buttons, List boxes, Choice boxes, Text field
and Text area, container classes, Layouts, Menu, Scroll bar
Swing: Introduction , JFrame, JApplet, JPanel, Components in swings,
Layout Managers, JList and JScroll Pane, Split Pane, JTabbedPane,
Dialog Box
TEXT BOOKS:
1.
The Complete Refernce Java, 8ed, Herbert Schildt, TMH
2.
Programming in JAVA, Sachin Malhotra, Saurabh choudhary, Oxford.
3.
JAVA for Beginners, 4e, Joyce Farrell, Ankit R. Bhavsar, Cengage
Learning.
4.
Object oriented programming with JAVA, Essentials and Applications,
Raj Kumar Bhuyya, Selvi, Chu TMH
5.
Introduction to Java rogramming, 7th ed, Y Daniel Liang, Pearson
REFERENCE BOOKS:
1.
JAVA Programming, K.Rajkumar.Pearson
2.
Core JAVA, Black Book, Nageswara Rao, Wiley, Dream Tech
3.
Core JAVA for Beginners, Rashmi Kanta Das, Vikas.
4.
Object Oriented Programming through JAVA , P Radha Krishna ,
University Press.
SSP,DIP,CE&SP,IP
41
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Credits
-
3
2
SIGNAL PROCESSING LAB
Note:
A.
Minimum of 10 Experiments have to be conducted
B.
All Experiments may be Simulated using MATLAB and to be verified
theoretically.
1.
Basic Operations on Signals, Generation of Various Signals and
finding its FFT.
2.
Program to verify Decimation and Interpolation of a given
Sequences.
3.
Program to Convert CD data into DVD data
4.
Generation of Dual Tone Multiple Frequency (DTMF) Signals
5.
Plot the Periodogram of a Noisy Signal and estimate PSD using
Periodogram and Modified Periodogram methods
6.
Estimation of Power Spectrum using Bartlett and Welch methods
7.
Verification of Autocorrelation Theorem
8.
Parametric methods (Yule-Walker and Burg) of Power Spectrum
Estimation
9.
Estimation of data series using Nth order Forward Predictor and
comparing to the Original Signal
10.
Design of LPC filter using Levinson-Durbin Algorithm
11.
Computation of Reflection Coefficients using Schur Algorithm
12.
To study Finite Length Effects using Simulink
13.
Design and verification of Matched filter
14.
Adaptive Noise Cancellation using Simulink
15.
Design and Simulation of Notch Filter to remove 60Hz Hum/any
unwanted frequency component of given Signal (Speech/ECG)
42
2013-14
I ? II
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P
Credits
4
-
3
ADAPTIVE SIGNAL PROCESSING
UNIT ?I
Introduction to Adaptive Systems:
Adaptive Systems: Definitions, Characteristics, Applications, Example
of an Adaptive System. The Adaptive Linear Combiner - Description,
Weight Vectors, Desired Response Performance function - Gradient &
Mean Square Error.
UNIT ?II
Development of Adaptive Filter Theory & Searching the Performance
surface: Introduction to Filtering - Smoothing and Prediction ? Linear
Optimum Filtering, Problem statement, Principle of Orthogonality -
Minimum Mean Square Error, Wiener- Hopf equations, Error
Performance - Minimum Mean Square Error.
Searching the performance surface ? Methods & Ideas of Gradient
Search methods - Gradient Searching Algorithm & its Solution - Stability
& Rate of convergence - Learning Curves.
UNIT ?III
Steepest Descent Algorithms: Gradient Search by Newton's Method,
Method of Steepest Descent, Comparison of Learning Curves.
UNIT ?IV
LMS Algorithm & Applications: Overview - LMS Adaptation
algorithms, Stability & Performance analysis of LMS Algorithms - LMS
Gradient & Stochastic algorithms - Convergence of LMS algorithm.
Applications: Noise cancellation ? Cancellation of Echoes in long
distance telephone circuits, Adaptive Beam forming.
UNIT ?V
Kalman Filtering: Introduction to RLS Algorithm, Statement of Kalman
filtering problem, The Innovation Process, Estimation of State using
the Innovation Process- Expression of Kalman Gain, Filtering Examples
using Kalman filtering.
SSP,DIP,CE&SP,IP
43
TEXT BOOKS:
1.
Adaptive Signal Processing - Bernard Widrow, Samuel D.Strearns, 2005,
PE.
2.
Adaptive Filter Theory - Simon Haykin-, 4th Ed., 2002, PE Asia.
REFERENCE BOOKS:
1.
Optimum signal processing: An introduction - Sophocles. J. Orfamadis,
2nd Ed., 1988, McGraw- Hill, New York
2.
Adaptive signal processing-Theory and Applications - S.Thomas
Alexander, 1986, Springer ? Verlag.
3.
Signal analysis ? Candy, Mc Graw Hill Int. Student Edition
4.
James V. Candy - Signal Processing: A Modern Approach, McGraw-
Hill, International Edition, 1988.
44
2013-14
I ? II
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P
Credits
4
-
3
IMAGE AND VIDEO PROCESSING
UNIT ?I
Fundamentals of Image Processing and Image Transforms:
Introduction, Image sampling, Quantization, Resolution, Image file
formats, Elements of image processing system, Applications of Digital
image processing
Introduction, Need for transform, image transforms, Fourier transform,
2 D Discrete Fourier transform and its transforms, Importance of phase,
Walsh transform, Hadamard transform, Haar transform, slant transform
Discrete cosine transform, KL transform, singular value decomposition,
Radon transform, comparison of different image transforms.
UNIT ?II
Image Enhancement: Spatial domain methods: Histogram processing,
Fundamentals of Spatial filtering, Smoothing spatial filters, Sharpening
spatial filters.
Frequency domain methods: Basics of filtering in frequency domain,
image smoothing, image sharpening, Selective filtering.
Image Restoration: Introduction to Image restoration, Image
degradation, Types of image blur, Classification of image restoration
techniques, Image restoration model, Linear and Nonlinear image
restoration techniques, Blind deconvolution
UNIT ?III
Image Segmentation : Introduction to image segmentation, Point, Line
and Edge Detection, Region based segmentation, Classification of
segmentation techniques, Region approach to image segmentation,
clustering techniques, Image segmentation based on thresholding, Edge
based segmentation, Edge detection and linking, Hough transform,
Active contour
Image Compression: Introduction, Need for image compression,
Redundancy in images, Classification of redundancy in images, image
compression scheme, Classification of image compression schemes,
SSP,DIP,CE&SP,IP
45
Fundamentals of information theory, Run length coding, Shannon ?
Fano coding, Huffman coding, Arithmetic coding, Predictive coding,
Transformed based compression, Image compression standard,
Wavelet-based image compression, JPEG Standards.
UNIT -IV
Basic Steps of Video Processing: Analog Video, Digital Video. Time-
Varying Image Formation models: Three-Dimensional Motion Models,
Geometric Image Formation, Photometric Image Formation, Sampling
of Video signals, Filtering operations.
UNIT ?V
2-D Motion Estimation: Optical flow, General Methodologies, Pixel
Based Motion Estimation, Block- Matching Algorithm, Mesh based
Motion Estimation, Global Motion Estimation, Region based Motion
Estimation, Multi resolution motion estimation, Waveform based
coding, Block based transform coding, Predictive coding, Application
of motion estimation in Video coding.
TEXT BOOKS:
1.
Digital Image Processing ? Gonzaleze and Woods, 3rd Ed., Pearson.
2.
Video Processing and Communication ? Yao Wang, Joem Ostermann
and Ya?quin Zhang. 1st Ed., PH Int.
3.
S.Jayaraman, S.Esakkirajan and T.VeeraKumar, "Digital Image
processing, Tata Mc Graw Hill publishers, 2009
REFRENCE BOOKS:
1.
Digital Image Processing and Analysis-Human and Computer Vision
Application with CVIP Tools ? Scotte Umbaugh, 2nd Ed, CRC Press,
2011.
2.
Digital Video Processing ? M. Tekalp, Prentice Hall International.
3.
Multidimentional Signal, Image and Video Processing and Coding ?
John Woods, 2nd Ed, Elsevier.
4.
Digital Image Processing with MATLAB and Labview ? Vipula Singh,
Elsevier.
5.
Video Demystified ? A Hand Book for the Digital Engineer ? Keith Jack,
5th Ed., Elsevier.
46
2013-14
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Credits
4
-
3
WIRELESS COMMUNICATIONS AND NETWORKS
UNIT -I
The Cellular Concept-System Design Fundamentals:Introduction,
Frequency Reuse, Channel Assignment Strategies, Handoff Strategies-
Prioritizing Handoffs, Practical Handoff Considerations, Interference
and system capacity ? Co channel Interference and system capacity,
Channel planning for Wireless Systems, Adjacent Channel interference,
Power Control for Reducing interference, Trunking and Grade of Service,
Improving Coverage & Capacity in Cellular Systems- Cell Splitting,
Sectoring .
UNIT ?II
Mobile Radio Propagation: Large-Scale Path Loss: Introduction to
Radio Wave Propagation, Free Space Propagation Model, Relating
Power to Electric Field, The Three Basic Propagation Mechanisms,
Reflection-Reflection from Dielectrics, Brewster Angle, Reflection from
prefect conductors, Ground Reflection (Two-Ray) Model, Diffraction-
Fresnel Zone Geometry, Knife-edge Diffraction Model, Multiple knife-
edge Diffraction, Scattering, Outdoor Propagation Models- Longley-
Ryce Model, Okumura Model, Hata Model, PCS Extension to Hata
Model, Walfisch and Bertoni Model, Wideband PCS Microcell Model,
Indoor Propagation Models-Partition losses (Same Floor), Partition
losses between Floors, Log-distance path loss model, Ericsson Multiple
Breakpoint Model, Attenuation Factor Model, Signal penetration into
buildings, Ray Tracing and Site Specific Modeling.
UNIT ?III
Mobile Radio Propagation: Small ?Scale Fading and Multipath Small
Scale Multipath propagation-Factors influencing small scale fading,
Doppler shift, Impulse Response Model of a multipath channel-
Relationship between Bandwidth and Received power, Small-Scale
Multipath Measurements-Direct RF Pulse System, Spread Spectrum
Sliding Correlator Channel Sounding, Frequency Domain Channels
Sounding, Parameters of Mobile Multipath Channels-Time Dispersion
Parameters, Coherence Bandwidth, Doppler Spread and Coherence
Time, Types of Small-Scale Fading-Fading effects Due to Multipath
Time Delay Spread, Flat fading, Frequency selective fading, Fading
SSP,DIP,CE&SP,IP
47
effects Due to Doppler Spread-Fast fading, slow fading, Statistical
Models for multipath Fading Channels-Clarke's model for flat fading,
spectral shape due to Doppler spread in Clarke's model, Simulation of
Clarke and Gans Fading Model, Level crossing and fading statistics,
Two-ray Rayleigh Fading Model.
UNIT -IV
Equalization and Diversity Introduction, Fundamentals of Equalization,
Training A Generic Adaptive Equalizer, Equalizers in a communication
Receiver, Linear Equalizers, Non-linear Equalization-Decision Feedback
Equalization (DFE), Maximum Likelihood Sequence Estimation (MLSE)
Equalizer, Algorithms for adaptive equalization-Zero Forcing Algorithm,
Least Mean Square Algorithm, Recursive least squares algorithm.
Diversity Techniques-Derivation of selection Diversity improvement,
Derivation of Maximal Ratio Combining improvement, Practical Space
Diversity Consideration-Selection Diversity, Feedback or Scanning
Diversity, Maximal Ratio Combining, Equal Gain Combining, Polarization
Diversity, Frequency Diversity, Time Diversity, RAKE Receiver.
UNIT -V
Wireless Networks Introduction to wireless Networks, Advantages
and disadvantages of Wireless Local Area Networks, WLAN
Topologies, WLAN Standard IEEE 802.11,IEEE 802.11 Medium Access
Control, Comparision of IEEE 802.11 a,b,g and n standards, IEEE 802.16
and its enhancements, Wireless PANs, Hiper Lan, WLL.
TEXT BOOKS:
1.
Wireless Communications, Principles, Practice ? Theodore, S.
Rappaport, 2nd Ed., 2002, PHI.
2.
Wireless Communications-Andrea Goldsmith, 2005 Cambridge
University Press.
3.
Mobile Cellular Communication ? Gottapu Sasibhushana Rao, Pearson
Education, 2012.
REFERENCE BOOKS:
1.
Principles of Wireless Networks ? Kaveh Pah Laven and P. Krishna
Murthy, 2002, PE
2.
Wireless Digital Communications ? Kamilo Feher, 1999, PHI.
3.
Wireless Communication and Networking ? William Stallings, 2003,
PHI.
4.
Wireless Communication ? Upen Dalal, Oxford Univ. Press
5.
Wireless Communications and Networking ? Vijay K. Gary, Elsevier.
48
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Credits
4
-
3
DIGITAL SIGNAL PROCESSORS AND
ARCHITECTURES
UNIT ?I
Introduction to Digital Signal Processing: Introduction, A Digital
signal-processing system, The sampling process, Discrete time
sequences. Discrete Fourier Transform (DFT) and Fast Fourier
Transform (FFT), Linear time-invariant systems, Digital filters,
Decimation and interpolation.
Computational Accuracy in DSP Implementations: Number formats
for signals and coefficients in DSP systems, Dynamic Range and
Precision, Sources of error in DSP implementations, A/D Conversion
errors, DSP Computational errors, D/A Conversion Errors,
Compensating filter.
UNIT ?II
Architectures for Programmable DSP Devices: Basic Architectural
features, DSP Computational Building Blocks, Bus Architecture and
Memory, Data Addressing Capabilities, Address Generation UNIT,
Programmability and Program Execution, Speed Issues, Features for
External interfacing.
UNIT -III
Programmable Digital Signal Processors: Commercial Digital signal-
processing Devices, Data Addressing modes of TMS320C54XX DSPs,
Data Addressing modes of TMS320C54XX Processors, Memory space
of TMS320C54XX Processors, Program Control, TMS320C54XX
instructions and Programming, On-Chip Peripherals, Interrupts of
TMS320C54XX processors, Pipeline operation of TMS320C54XX
Processors.
UNIT ?IV
Analog Devices Family of DSP Devices: Analog Devices Family of
DSP Devices ? ALU and MAC block diagram, Shifter Instruction, Base
Architecture of ADSP 2100, ADSP-2181 high performance Processor.
SSP,DIP,CE&SP,IP
49
Introduction to Blackfin Processor - The Blackfin Processor,
Introduction to Micro Signal Architecture, Overview of Hardware
Processing Units and Register files, Address Arithmetic Unit, Control
Unit, Bus Architecture and Memory, Basic Peripherals.
UNIT ?V
Interfacing Memory and I/O Peripherals to Programmable DSP
Devices: Memory space organization, External bus interfacing signals,
Memory interface, Parallel I/O interface, Programmed I/O, Interrupts
and I/O, Direct memory access (DMA).
TEXT BOOKS:
1.
Digital Signal Processing ? Avtar Singh and S. Srinivasan, Thomson
Publications, 2004.
2.
A Practical Approach to Digital Signal Processing - K Padmanabhan,
R. Vijayarajeswaran, Ananthi. S, New Age International, 2006/2009
3.
Embedded Signal Processing with the Micro Signal Architecture
Publisher: Woon-Seng Gan, Sen M. Kuo, Wiley-IEEE Press, 2007
REFERENCE BOOKS:
1.
Digital Signal Processors, Architecture, Programming and Applications
? B. Venkataramani and M. Bhaskar, 2002, TMH.
2.
Digital Signal Processing ? Jonatham Stein, 2005, John Wiley.
3.
DSP Processor Fundamentals, Architectures & Features ? Lapsley et
al. 2000, S. Chand & Co.
4.
Digital Signal Processing Applications Using the ADSP-2100 Family
by The Applications Engineering Staff of Analog Devices, DSP Division,
Edited by Amy Mar, PHI
5.
The Scientist and Engineer's Guide to Digital Signal Processing by
Steven W. Smith, Ph.D., California Technical Publishing, ISBN 0-
9660176-3-3, 1997
6.
Embedded Media Processing by David J. Katz and Rick Gentile of
Analog Devices, Newnes , ISBN 0750679123, 2005
50
2013-14
I ? II
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Credits
4
-
3
(ELECTIVE - III)
RF CIRCUIT DESIGN
UNIT -I
Introduction to RF Electronics: The Electromagnetic Spectrum, units
and Physical Constants, Microwave bands ? RF behavior of Passive
components: Tuned resonant circuits, Vectors, Inductors and
Capacitors - Voltage and Current in capacitor circuits ? Tuned RF / IF
Transformers.
UNIT -II
Transmission Line Analysis: Examples of transmission lines-
Transmission line equations and Biasing- Micro Strip Transmission
Lines- Special Termination Conditions- sourced and Loaded
Transmission Lines. Single And Multiport Networks: The Smith Chart,
Interconnectivity networks, Network properties and Applications,
Scattering Parameters.
UNIT -III
Matching and Biasing Networks: Impedance matching using discrete
components ? Micro strip line matching networks, Amplifier classes of
Operation and Biasing networks. RF Passive & Active Components:
Filter Basics ? Lumped filter design ? Distributed Filter Design ? Diplexer
Filters- Crystal and Saw filters- Active Filters - Tunable filters ? Power
Combiners / Dividers ? Directional Couplers ? Hybrid Couplers ?
Isolators. RF Diodes ? BJTs- FETs- HEMTs and Models.
UNIT -IV
RF Transistor Amplifier Design: Characteristics of Amplifiers -
Amplifier Circuit Configurations, Amplifier Matching Basics, Distortion
and noise products, Stability Considerations, Small Signal amplifier
design, Power amplifier design, MMIC amplifiers, Broadband High
Power multistage amplifiers, Low noise amplifiers, VGA Amplifiers.
SSP,DIP,CE&SP,IP
51
UNIT -V
Oscillators: Oscillator basics, Low phase noise oscillator design, High
frequency Oscillator configuration, LC Oscillators, VCOs, Crystal
Oscillators, PLL Synthesizer, and Direct Digital Synthesizer. RF Mixers:
Basic characteristics of a mixer - Active mixers- Image Reject and
Harmonic mixers, Frequency domain considerations.
TEXT BOOKS:
1.
RF Circuit design: Theory and applications by Reinhold Ludwing, Pavel
Bretchko. Pearson Education Asia Publication, New Delhi 2001.
2.
Radio Frequency and Microwave Communication Circuits ? Analysis
and Design ? Devendra K. Misra, Wiley Student Edition, John Wiley &
Sons
REFERENCE BOOKS:
1.
Radio frequency and Microwave Electronics - Mathew M.Radmangh,
2001, PE Asia Publ.
2.
RF Circuit Design ? Christopher Bowick, Cheryl Aljuni and John Biyler,
Elsevier Science, 2008.
3.
Secrets of RF Design - Joseph Carr., 3rd Edition, Tab Electronics.
4.
Complete Wireless Design - Cotter W. Sawyer, 2nd Edition, Mc-Graw
Hill.
5.
Practical RF Circuit Design for Modem Wireless Systems Vol.2 -Less
Besser and Rowan Gilmore.
52
2013-14
I ? II
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P
Credits
4
-
3
(ELECTIVE - III)
SPEECH PROCESSING
UNIT ?I
Fundamentals of Digital Speech Processing: Anatomy & Physiology
of Speech Organs, The process of Speech Production, Acoustic
Phonetics, Articulatory Phonetics, The Acoustic Theory of Speech
Production- Uniform lossless tube model, effect of losses in vocal
tract, effect of radiation at lips, Digital models for speech signals.
UNIT ?II
Time Domain Models for Speech Processing: Introduction- Window
considerations, Short time energy and average magnitude Short time
average zero crossing rate, Speech Vs Silence discrimination using
energy and zero crossing, Pitch period estimation using a parallel
processing approach, The short time autocorrelation function, The
short time average magnitude difference function, Pitch period
estimation using the autocorrelation function.
UNIT ?III
Linear Predictive Coding (LPC) Analysis: Basic principles of Linear
Predictive Analysis: The Autocorrelation Method, The Covariance
Method, Solution of LPC Equations: Cholesky Decomposition Solution
for Covariance Method, Durbin's Recursive Solution for the
Autocorrelation Equations, Comparison between the Methods of
Solution of the LPC Analysis Equations, Applications of LPC
Parameters: Pitch Detection using LPC Parameters, Formant Analysis
using LPC Parameters.
UNIT ?IV
Homomorphic Speech Processing: Introduction, Homomorphic
Systems for Convolution: Properties of the Complex Cepstrum,
Computational Considerations, The Complex Cepstrum of Speech, Pitch
Detection, Formant Estimation, The Homomorphic Vocoder.
Speech Enhancement: Nature of interfering sounds, Speech
SSP,DIP,CE&SP,IP
53
enhancement techniques: Single Microphone Approach : spectral
subtraction, Enhancement by re-synthesis, Comb filter, Wiener filter,
Multi microphone Approach.
UNIT-V
Automatic Speech & Speaker Recognition: Basic pattern recognition
approaches, Parametric representation of speech, Evaluating the
similarity of speech patterns, Isolated digit Recognition System,
Continuous digit Recognition System
Hidden Markov Model (HMM) for Speech: Hidden Markov Model
(HMM) for speech recognition, Viterbi algorithm, Training and testing
using HMMS,
Speaker Recognition: Recognition techniques, Features that
distinguish speakers, Speaker Recognition Systems: Speaker
Verification System, Speaker Identification System.
TEXT BOOKS:
1.
Digital Processing of Speech Signals - L.R. Rabiner and S. W. Schafer.
Pearson Education.
2.
Speech Communications: Human & Machine - Douglas
O'Shaughnessy, 2nd Ed., Wiley India, 2000.
3.
Digital Processing of Speech Signals. L.R Rabinar and R W Jhaung,
1978, Pearson Education.
REFERENCE BOOKS:
1.
Discrete Time Speech Signal Processing: Principles and Practice -
Thomas F. Quateri, 1st Ed., PE.
2.
Speech & Audio Signal Processing- Ben Gold & Nelson Morgan, 1st
Ed., Wiley.
54
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Credits
4
-
3
(ELECTIVE - III)
BIOMEDICAL SIGNAL PROCESSING
UNIT -I
Random Processes: Stationary random process, Ergodicity, Power
spectral density and autocorrelation function of random processes.
Noise power spectral density analysis, Noise bandwidth and noise
figure of systems.
UNIT -II
Data Compression Techniques: Lossy and Lossless data reduction
Algorithms, ECG data compression using Turning point, AZTEC,
CORTES, Huffman coding, vector quantisation, DICOM Standards
UNIT -III
Cardiological Signal Processing: Pre-processing, QRS Detection
Methods, Rhythm analysis, Arrhythmia Detection Algorithms,
Automated ECG Analysis, ECG Pattern Recognition.
Adaptive Noise Cancelling: Principles of Adaptive Noise Cancelling,
Adaptive Noise Cancelling with the LMS Adaptation Algorithm, Noise
Cancelling Method to Enhance ECG Monitoring, Fetal ECG Monitoring.
UNIT -IV
Signal Averaging, Polishing: Mean and trend removal, Prony's method,
Prony's Method based on the Least Squares Estimate, Linear prediction,
Yule ? Walker (Y ?W) equations, Analysis of Evoked Potentials.
UNIT -V
Neurological Signal Processing: Modelling of EEG Signals, Detection
of spikes and spindles Detection of Alpha, Beta and Gamma Waves,
Auto Regressive (A.R.) modelling of seizure EEG, Sleep Stage analysis,
Inverse Filtering, Least squares and polynomial modelling.
SSP,DIP,CE&SP,IP
55
TEXT BOOKS:
1.
Probability, Random Variables & Random Signal Principles ? Peyton Z.
Peebles, 4th Ed., 2009, TMH.
2.
Biomedical Signal Processing- Principles and Techniques - D. C. Reddy,
2005, TMH.
REFERENCE BOOKS:
1.
Digital Biosignal Processing - Weitkunat R, 1991, Elsevier.
2.
Biomedical Signal Processing - Akay M , IEEE Press.
3.
Biomedical Signal Processing -Vol. I Time & Frequency Analysis -
Cohen.A, 1986, CRC Press.
4.
Biomedical Digital Signal Processing: C-Language Experiments and
Laboratory Experiments, Willis J. Tompkins, PHI.
56
2013-14
I ? II
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P
Credits
4
-
3
(ELECTIVE - IV)
INTERNET PROTOCOLS
UNIT -I
Internetworking Concepts: Principles of Internetworking,
Connectionless Internetworking, Application level Interconnections,
Network level Interconnection, Properties of thee Internet, Internet
Architecture, Wired LANS, Wireless LANs, Point-to-Point WANs,
Switched WANs, Connecting Devices, TCP/IP Protocol Suite.
IP Address: Classful Addressing: Introduction, Classful Addressing,
Other Issues, Sub-netting and Super-netting
Classless Addressing: Variable length Blocks, Sub-netting, Address
Allocation. Delivery, Forwarding, and Routing of IP Packets: Delivery,
Forwarding, Routing, Structure of Router.
ARP and RARP: ARP, ARP Package, RARP.
UNIT -II
Internet Protocol (IP): Datagram, Fragmentation, Options, Checksum,
IP V.6.
Transmission Control Protocol (TCP): TCP Services, TCP Features,
Segment, A TCP Connection, State Transition Diagram, Flow Control,
Error Control, Congestion Control, TCP Times.
Stream Control Transmission Protocol (SCTP): SCTP Services, SCTP
Features, Packet Format, Flow Control, Error Control, Congestion
Control.
Mobile IP: Addressing, Agents, Three Phases, Inefficiency in Mobile
IP.
Classical TCP Improvements: Indirect TCP, Snooping TCP, Mobile
TCP, Fast Retransmit/ Fast Recovery, Transmission/ Time Out Freezing,
Selective Retransmission, Transaction Oriented TCP.
UNIT -III
Unicast Routing Protocols (RIP, OSPF, and BGP): Intra and Inter-
domain Routing, Distance Vector Routing, RIP, Link State Routing,
SSP,DIP,CE&SP,IP
57
OSPF, Path Vector Routing, BGP.
Multicasting and Multicast Routing Protocols: Unicast - Multicast-
Broadcast, Multicast Applications, Multicast Routing, Multicast Link
State Routing: MOSPF, Multicast Distance Vector: DVMRP.
UNIT -IV
Domain Name System (DNS): Name Space, Domain Name Space,
Distribution of Name Space, and DNS in the internet.
Remote Login TELNET: Concept, Network Virtual Terminal (NVT).
File Transfer FTP and TFTP: File Transfer Protocol (FTP).
Electronic Mail: SMTP and POP.
Network Management-SNMP: Concept, Management Components,
World Wide Web- HTTP Architecture.
UNIT -V
Multimedia: Digitizing Audio and Video, Network security, security in
the internet firewalls. Audio and Video Compression, Streaming Stored
Audio/Video, Streaming Live Audio/Video, Real-Time Interactive Audio/
Video, RTP, RTCP, Voice Over IP. Network Security, Security in the
Internet, Firewalls.
TEXT BOOKS:
1.
TCP/IP Protocol Suite- Behrouz A. Forouzan, Third Edition, TMH
2.
Internetworking with TCP/IP Comer 3 rd edition PHI
REFERENCE BOOKS:
1.
High performance TCP/IP Networking- Mahbub Hassan, Raj Jain, PHI,
2005
2.
Data Communications & Networking ? B.A. Forouzan ? 2nd Edition ?
TMH
3.
High Speed Networks and Internets- William Stallings, Pearson
Education, 2002.
4.
Data and Computer Communications, William Stallings, 7th Edition.,
PEI.
5.
The Internet and Its Protocols ? Adrin Farrel, Elsevier, 2005.
58
2013-14
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P
Credits
4
-
3
(ELECTIVE - IV)
RADAR SIGNAL PROCESSING
UNIT -I
Introduction: Radar Block Diagram, Radar Equation, Information
Available from Radar Echo. Review of Radar Range Performance?
General Radar Range Equation, Radar Detection with Noise Jamming,
Beacon and Repeater Equations, Bistatic Radar.
Matched Filter Receiver ? Impulse Response, Frequency Response
Characteristic and its Derivation, Matched Filter and Correlation
Function, Correlation Detection and Cross-Correlation Receiver,
Efficiency of Non-Matched Filters, Matched Filter for Non-White Noise.
UNIT -II
Detection of Radar Signals in Noise: Detection Criteria ? Neyman-
Pearson Observer, Likelihood-Ratio Receiver, Inverse Probability
Receiver, Sequential Observer, Detectors ? Envelope Detector,
Logarithmic Detector, I/Q Detector. Automatic Detection - CFAR
Receiver, Cell Averaging CFAR Receiver, CFAR Loss, CFAR Uses in
Radar. Radar Signal Management ? Schematics, Component Parts,
Resources and Constraints.
UNIT -III
Waveform Selection [3, 2]: Radar Ambiguity Function and Ambiguity
Diagram ? Principles and Properties; Specific Cases ? Ideal Case,
Single Pulse of Sine Wave, Periodic Pulse Train, Single Linear FM
Pulse, Noise Like Waveforms, Waveform Design Requirements,
Optimum Waveforms for Detection in Clutter, Family of Radar
Waveforms.
UNIT -IV
Pulse Compression in Radar Signals: Introduction, Significance,
Types, Linear FM Pulse Compression ? Block Diagram, Characteristics,
Reduction of Time Side lobes, Stretch Techniques, Generation and
SSP,DIP,CE&SP,IP
59
Decoding of FM Waveforms ? Block Schematic and Characteristics of
Passive System, Digital Compression, SAW Pulse Compression.
UNIT V
Phase Coding Techniques: Principles, Binary Phase Coding, Barker
Codes, Maximal Length Sequences (MLS/LRS/PN), Block Diagram of
a Phase Coded CW Radar.
Poly Phase Codes : Frank Codes, Costas Codes, Non-Linear FM Pulse
Compression, Doppler Tolerant PC Waveforms ? Short Pulse, Linear
Period Modulation (LPM/HFM), Sidelobe Reduction for Phase Coded
PC Signals.
TEXT BOOKS:
1.
Radar Handbook - M.I. Skolnik, 2nd Ed., 1991, McGraw Hill.
2.
Radar Design Principles : Signal Processing and The Environment -
Fred E. Nathanson, 2nd Ed.,
1999, PHI.
3.
Introduction to Radar Systems - M.I. Skolnik, 3rd Ed., 2001, TMH.
REFERENCE BOOKS:
1.
Radar Principles - Peyton Z. Peebles, Jr., 2004, John Wiley.
2.
Radar Signal Processing and Adaptive Systems - R. Nitzberg, 1999,
Artech House.
3.
Radar Design Principles - F.E. Nathanson, 1st Ed., 1969, McGraw Hill.
60
2013-14
I ? II
L
P
Credits
4
-
3
(ELECTIVE - IV)
DETECTION AND ESTIMATION THEORY
UNIT ?I:
Random Processes: Discrete Linear Models, Markov Sequences and
Processes, Point Processes, and Gaussian Processes.
UNIT ?II:
Detection Theory: Basic Detection Problem, Maximum A posteriori
Decision Rule, Minimum Probability of Error Classifier, Bayes Decision
Rule, Multiple-Class Problem (Bayes)- minimum probability error with
and without equal a priori probabilities, Neyman-Pearson Classifier,
General Calculation of Probability of Error, General Gaussian Problem,
Composite Hypotheses.
UNIT ?III:
Linear Minimum Mean-Square Error Filtering: Linear Minimum Mean
Squared Error Estimators, Nonlinear Minimum Mean Squared Error
Estimators. Innovations, Digital Wiener Filters with Stored Data, Real-
time Digital Wiener Filters, Kalman Filters.
UNIT ?IV:
Statistics: Measurements, Nonparametric Estimators of Probability
Distribution and Density Functions, Point Estimators of Parameters,
Measures of the Quality of Estimators, Introduction to Interval
Estimates, Distribution of Estimators, Tests of Hypotheses, Simple
Linear Regression, Multiple Linear Regression.
UNIT ?V:
Estimating the Parameters of Random Processes from Data: Tests
for Stationarity and Ergodicity, Model-free Estimation, Model-based
Estimation of Autocorrelation Functions, Power Special Density
Functions.
SSP,DIP,CE&SP,IP
61
TEXT BOOKS:
1.
Random Signals: Detection, Estimation and Data Analysis - K. Sam
Shanmugan & A.M. Breipohl, Wiley India Pvt. Ltd, 2011.
2.
Random Processes: Filtering, Estimation and Detection - Lonnie C.
Ludeman, Wiley India Pvt. Ltd., 2010.
REFERENCE BOOKS:
1.
Fundamentals of Statistical Signal Processing: Volume I Estimation
Theory? Steven.M.Kay, Prentice Hall, USA, 1998.
2.
Fundamentals of Statistical Signal Processing: Volume I Detection
Theory? Steven.M.Kay, Prentice Hall, USA, 1998.
3.
Introduction to Statistical Signal Processing with Applications - Srinath,
Rajasekaran, Viswanathan, 2003, PHI.
4.
Statistical Signal Processing: Detection, Estimation and Time Series
Analysis ? Louis L.Scharf, 1991, Addison Wesley.
5.
Detection, Estimation and Modulation Theory: Part ? I ? Harry L. Van
Trees, 2001, John Wiley & Sons, USA.
6.
Signal Processing: Discrete Spectral Analysis ? Detection & Estimation
? Mischa Schwartz, Leonard Shaw, 1975, Mc Graw Hill.
62
2013-14
I ? II
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Credits
-
3
2
ADVANCED DIGITAL SIGNAL PROCESSING LAB
Note:
A.
Minimum of 10 Experiments have to be conducted
B.
All Simulations are be carried out using MATLAB/DSP Processors/
Labview Software & DSP Kits
1.
Study of various addressing modes of DSP using simple
programming examples
2.
Generation of waveforms using recursive/filter methods
3.
Sampling of input signal and display
4.
Implementation of Linear and Circular Convolution for sinusoidal
signals
5.
Framing & windowing of speech signal.
6.
Finding voiced & unvoiced detection for each frame of speech
signal.
7.
IIR Filter implementation using probe points
8.
Implementation of FIR filters on DSP processor
9.
Loop back using DSK kit
10.
Real time signal enhancement using Adaptive Filter.
11.
Representation of different Q-formats using GEL function
12.
Verification of Finite word length effects (Overflow, Coefficient
Quantization, Scaling and Saturation mode in DSP processors)
13.
Image enhancement using spatial & frequency domain
14.
Implementation of Image segmentation techniques
15.
Extraction of frames from Video signal
This post was last modified on 16 March 2021