Regulation and Syllabus

1

M.TECH Degree (Full Time) course

in

ELECTRONICS & COMMUNICATION ENGINEERING

WITH SPECIALIZATION

in WIRELESS TECHNOLOGY

REGULATION, SCHEME OF EXAMINATION & SYLLABI

SCHOOL OF ENGINEERING

COCHIN UNIVERSITY OF SCIENCE AND TECHNOLOGY

COCHIN-22

MAY-2013

2

M.TECH Degree (Full Time) course in ELECTRONICS & COMMUNICATION ENGINEERING WITH

SPECIALIZATION in WIRELESS TECHNOLOGY

Semester I

Course Code Name of the subject Hours/week Credits

ECW 3101 Probability and Stochastic Process 4 4

ECW 3102 Wireless Communication 4 4

ECW 3103 Antenna Systems 4 4

ECW 3104 Digital Communication 4 4

ECW 3105 Elective I 4 4

ECW 3106 Elective II 4 4

ECW 3107 Wireless Communication Lab 3 1

ECW 3108 Seminar I 3 1

30 26

Semester II

Course Code Name of the subject Hours/week Credits

ECW 3201 Advanced Wireless Mobile Communications 4 4

ECW 3202 Electromagnetic Interference& Compatibility 4 4

ECW 3203 Wireless sensor Networks 4 4

ECW 3204 MIMO & OFDMA for wireless communication 4 4

ECW3205 Elective III 4 4

ECW3206 Elective IV 4 4

ECW3207 Wireless Technology Lab 3 1

ECW3208 Seminar II 3 1

30 26

Semester III

Course Code Name of the subject Hours/week Credits

ECW 3301 Project & Project Progress Evaluation 10

Semester IV

Course Code Name of the subject Hours/week Credits

ECW 3401 Project Progress Evaluation & Viva Voce 14

Grand Total : 76

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LIST OF SUBJECTS FOR ELECTIVES I, II

ECWE A OPTICAL NETWORKS

ECWE B MEDIA ACCESS & WIRELESS NETWORK

ECWE C MULTIMEDIA COMPRESSION TECHNIQUES

ECWE D MICROWAVE INTEGRATED CIRCUITS

ECWE E ADVANCED EMBEDDED SYSTEMS DESIGN

ECWE F ADVANCED INFORMATION THEORY AND CODING TECHNIQUES

LIST OF SUBJECTS FOR ELECTIVES III, IV

ECWE G ADVANCED DIGITAL SIGNAL PROCESSING

ECWE H DETECTION AND ESTIMATION OF SIGNALS

ECWE I COOPERATIVE COMMUNICATION

ECWE J ADVANCED TECHNIQUES FOR WIRELESS RECEPTION

ECWE K ANALYTICAL AND COMPUTATIONAL TECHNIQUES IN

ELECTROMAGNETICS

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ECW3101 PROBABILITY AND STOCHASTIC PROCESSES

Module I

Probability spaces. Random variables and random vectors. Distributions and densities. Statistical

independence. Expectations, moments and characteristic functions. Infinite sequences of random variables.

Convergence concepts. Laws of large numbers. Stochastic processes. Continuity concepts. Gaussian processes

and Wiener processes. Second order processes. Covariance functions and their properties. Linear operations

Orthogonal expansions.

Module II

Stationary in the strict and wide senses. Ergodicity in the q.m.sense. Widesense stationary processes.

Herglotzs and Bochners theorems. Spectral presentation. L2 stochastic integrals. Spectral decomposition

theorem. Low-pass and band-pass processes. White noise and white-noise integrals

.Module III

Spectrum Estimation - Non-Parametric Methods-Correlation Method Co-Variance Estimator Performance

Analysis of Estimators Unbiased, Consistent Estimators Periodogram Estimator Barlett Spectrum

Estimation Welch Estimation Model based Approach AR, MA, ARMA Signal Modeling Parameter

Estimation using Yule-Walker Method.

Module IV

Linear Estimation and Prediction - Maximum likelihood criterion-efficiency estimator Least mean squared

error criterion Wiener filter Discrete Wiener Hoff equations Recursive estimators-Kalman filter Linear

Production, prediction error-whitening filter, inverse filter Levinson recursion. Lattice realization, and

Levinson recursion algorithm for soling Teoplitz system of equations.

Reference Books:

1. A.Papoulis, S.U.Pillai, Proabability, Random variables and Stochastic processes 4th

edition Tata-Mc Hill (4/e) ,2001

2. R.B.Ash & C.Doleans-Dade, Probability and Measure Theory (2/e), Elsevier, 2005

3. Monson H. Hayes, Statistical Digital Signal Processing and Modelling, John Wiley and

Sons, Inc., New York, 1996

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ECW3102 WIRELESS COMMUNICATIONS Module I

Radio Propagation: Free space propagation model, practical link budget design using path loss models,

outdoor propagation models, indoor propagation models, signal penetration into buildings, ray tracking and

site specific modeling, small scale multi-path propagation, impulse response model of a multi-path channel,

small scale multi-path measurements, parameters of mobile multi-path channels, types of small scale fading,

Rayleigh and Ricean distributions, statistical models for multi-path fading channels.

Module II

Diversity Techniques: Concepts of Diversity branch and signal paths, Combining and switching methods,

C/N, C/I performance improvements, Average Pe, Performance improvement, RAKE receiver.

Cellular Concept: Frequency reuse, channel assignment strategies, handoff strategies; interference and system

capacity, trunking and grade of service, improving coverage and capacity in cellular systems. FDMA, TDMA,

spread spectrum multiple access, SDMA, packet Radio, capacity of cellular systems.

Module III

Personal Mobile Satellite Communications: Integration of GEO, LEO, and MEO Satellite and Terrestrial

mobile systems, personal satellite Communications programs.

Software Defined Radio (SDR). Characteristics and benefits of a Software Radio, Design Principles of

Software Radio.

Module IV

CDMA Systems: Introduction to CDMA, Walsh codes, Variable tree OVSF PN Sequences,Multipath diversity, RAKE Receiver,CDMA Receiver, synchronization, WCDMA

Reference Books:

1. Theodore S. Rappaport, Wireless Communications: Principles and Practice, 2nd edition, Prentice Hall of

India, 2005.

2. Kamilo Feher, "Wireless Digital Communications: Modulation and Spread Spectrum Techniques, Prentice

Hall of India, 2004.

3. V K Garg and J E Wilkes, Wireless and Personal Communication Systems, Prentice Hall, 1996.

4. S Haykin and M Moher, Modern Wireless Communication, Pearson Education, 2005.

5. Jeffrey H Reed, Software Radio: A Modern Approach to Radio Engineering, Prentice Hall, May 2002.

6. C Oestges and B Clerckx, MIMO Wireless Communications, 1st Edition 2007.

7. A J Viterbi, CDMA: Principles of Spread Spectrum Communications, Addison Wisley, Newyork, 1995.

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ECW3103 ANTENNA SYSTEMS Module I

Antenna Fundamentals:Radiation mechanism; Fundamental Parameters of Antennas, Friis Transmission Equation; Radiation integrals; Linear Wire Antennas - Dipole, Radiation Fields, Loop Antennas.

Module II

Types of Antennas:Broadband Dipoles, Travelling Wave and Broadband Antennas, Frequency independent Antennas, Fractal antennas, Aperture Antennas, Babinets Principle, Horn Antennas, Microstrip Antennas Radiation Mechanism, Excitation Techniques, Applications, Reflector Antennas, Dielectric Resonator Antennas.

Module III

Antenna Arrays :Linear array Uniform array, Radiation pattern of two element and N-element array, Principle of pattern multiplication, end fire and broad side array, Phased Array, Array Factor, beam width, side lobe level, Directivity; Non uniform array Binomial array, Dolph-Tschebyscheff array, Design Procedure, Planar array.

Module IV

Antennas for Terrestrial Mobile Communication Systems:Base Station Antennas - Non Adaptive Base Station Antennas, Antenna Diversity, Adaptive Base Station Antennas, Smart Antennas Systems, Benefits, Drawbacks, Mobile Station Antennas, Radiation Hazards, Specific Absorption Rate.

References:

1. Constantine A. Balanis. Antenna Theory Analysis and Design, John Wiley and Sons, New York, 3rd Edition 2010.

2. J.D. Kraus, R. J Marhefka and Ahmed S Khan, Antennas and wave propagation, Tata McGraw Hill, Special Indian Edition, 4th ed., 2010.

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ECW3104 DIGITAL COMMUNICATION Module I

Elements of a digital communication system Signal & Vector space concept. Gram Schmidt method -

Representation of digitally modulated signals Performance of memory less modulation methods signaling

schemes with memory CPFSK CPM .

Module II

Communication through band limited linear filter channels:Optimum Receiver for Signals Corrupted by AWGN, Performance of the Optimum Receiver for Memory-less Modulation, Optimum Receiver for CPM

Signals Optimum receiver for channels with ISI and AWGN, Linear equalization

Module III

Coding Techniques: Introduction to linear block codes, Cyclic and hamming code.

Convolution coding Tree, Trellis and State diagrams Decoding of convolutional codes - maximum

likelihood decoding, Viterbi algorithm Distance properties

Module IV

Digital Communication through fading multi-path channels: Characterization of fading multi-path

channels, the effect of signal characteristics on the choice of a channel model, frequency-Nonselective, slowly

fading channel, diversity techniques for fading multi-path channels, Digital signal over a frequency-selective,

slowly fading channel.

Reference Books:

1. Robert. Gallager Principles of Digital communication, Cambridge University Press, 2008.

2. John G. Proakis, Digital Communications," 4th edition, McGraw Hill, 2006.

3. Stephen G. Wilson, Digital Modulation and Coding, Pearson Education (Asia) Pte. Ltd, 2003.

4. Kamilo Feher, Wireless Digital Communications: Modulation and Spread Spectrum Applications

Prentice-Hall of India, 2004.

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ECW 3107 WIRELESS COMMUNICATION LAB

The followings are the list of experiments that can be conducted in the wireless technology lab I & II.

However the faculty can replace these experiments with any other relevant experiments related to the elective

taken.

1. Implementation of an adaptive equalizer based on LMS algorithm and studies the effect of

step size on MSE.

2. Determination of error probabilities for orthogonal signaling

(i)Hard Decision (ii) Soft decision decoding.

3. Simulation and analysis of the performance of a QPSK digital radio link in a Rayleigh fading

Environment.

4. Routing and wavelength assignment algorithms for WDM Optical networks. (optional)

5. Comparison of Digital modulation schemes over AWGN and flat fading channels.

6. Channel modeling

ECW 3108 SEMINAR I

Students shall individually prepare and submit a seminar report on a topic of current relevance related to

the field of wireless technology. The reference shall include standard journals, conference proceedings,

reputed magazines and textbooks, technical reports and URLs. The references shall be incorporated in the

report following IEEE standards reflecting the state-of-the-art in the topic selected. Each student shall

present a seminar for about 45 minutes duration on the selected topic. The report and presentation shall be

evaluated by a team of internal experts comprising of 3 teachers based on style of presentation, technical

content, adequacy of references, depth of knowledge and overall quality of the seminar report.

ECW 3201 ADVANCED WIRELESS MOBILE COMMUNICATIONS Module I

Multi User Channel, Multiple access, FDMA,TDMA,CDMA,SDMA, Random access- power control-

Downlink channel capacity-uplink channel capacity multi user diversity-MIMO systems

Module II

Adaptive Modulation and Coding: Adaptive Techniques, Variable-Rate Variable-Power

MQAM: adaptive rate and power techniques, channel inversion with fixed rate, discrete-rate

adaptation, exact versus approximate bit error probability, channel estimation and error delay

Adaptive Coded Modulation Adaptive Techniques in Combined Fast and Slow Fading.

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Module III

UWB : UWB Definition and Features UWB Wireless Channels, UWB Multipath Propagation

Channel Modeling UWB Data Modulation, Uniform Pulse Train BitError Rate Performance of UWB, Multiband Pulsed-OFDM UWB system. Medium Access Protocols - Network

applications. Multiple Access in UWB Sensor Systems

Module IV

Cooperative Communication: Introduction to Cooperative Diversity MIMO and smart antennas

amplify and forward, relaying, Implementation issues, channel capacity Achievable rate region.

Open issues

References: 1. Fundamentals of Wireless Communications David Tse and Pramod Viswanath, Cambridge

University Press 2006.

2. Wireless Communications: Andrea Goldsmith, Cambridge University Press 2009.

3. Wireless Communications: Principles and Practice Theodore Rappaport Prentice Hall 2007.

4. MIMO Wireless Communications Ezio Biglieri Cambridge University Press 2010.

5. Digital Communication John G Proakis McGraw Hill 2010

ECW 3202 ELECTROMAGNETIC INTERFERENCE & COMPATIBILITY Module I

Introduction to EMC, Aspects of EMC, decibels and common EMC units. EMC requirements for

Electronic systems: Governmental requirements, Product requirements. Antennas, elemental dipole

antennas, characterization of antennas, Directivity and gain, effective aperture, Antenna Factor.

Module II

Non Ideal behavior of components: Wires, resistance and internal inductance of wires, external

inductance and capacitance of parallel wires, Resistors, Capacitors, Inductors, Ferrites and common-mode

chokes.

Module III

Spectra of digital circuit waveforms, spectral bounds for Trapezoidal waveforms, Spectrum analyzers.

Radiated Emissions and Susceptibility: Simple emission models for wires and PCB lands, Differential-

mode versus common-mode currents, differential-mode current model, common-mode current model.

Simple susceptibility models for wires and PCB lands.

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Module IV

Conducted Emissions and Susceptibility: Measurement of conducted emissions, The Line Impedance

Stabilization Network (LISN), Common and differential mode current gain, power supply filters. Electro

static Discharge (ESD), origin of ESD and effects of ESD. Shielding, shielding effectiveness far-field

sources, shielding effectiveness near-field sources.

References:

1. Clayton R. Paul, Introduction to Electromagnetic compatibility, John Wiley and Sons Inc,1992, ISBN-

10: 0471549274, ISBN-13: 978-0471549277

2. Henry W Ott, Electromagnetic CompatibilityEngineering, John Wiley and Sons,1/e,2009, ISBN-13:

978-0470189306, ISBN-10: 0470189304

3. Archambeault Bruce R, Ramihi Omar M, Brench, EMI/EMC Computational Modelling Handbook,

Springer publications,2/e,2001

4. James E. Vinson, Joseph C. Bernier, Gregg D. Croft , Juin Jei Liou, ESD Design and Analysis

Handbook, Springer, 1/e, 2002, ISBN-10: 140207350X, ISBN-13: 978-1402073502

5. Ernest O Doebelin, Dhanesh.N.Manik, Doeblins Measurement System, TMH, 6/e, 2011

ECW 3203 WIRELESS SENSOR NETWORKS Module I

Mobile ad hoc networking; imperatives, challenges and characteristics - Applications,

Deployment & Configuration, Localization - Coverage and connectivity, Topology control,

Connected dominating sets.

Module II

Wireless Communications,- Link quality, shadowing and fading effects, Medium Access, -

Scheduling sleep cycles, random access MAC, S MAC Energy efficient communication in ad hoc networks. Power save protocols.

Module III

Data Gathering - Tree construction algorithms and analysis - Asymptotic capacity - Lifetime

optimization formulations, Routing and Querying, Routing approaches. Proactive and reactive

protocols. Clustering and hierarchical routing. Multipath routing. Security aware routing.

Maximum life time routing.

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Module IV

Collaborative Signal Processing and Distributed Computation:- Detection, estimation,

classification problems

Characterization of network traffic. QOS classification. Self similar processes. Statistical

analysis of non real time traffic and real time services.

Security issues- Attacks and countermeasures.Intrusion detection. Security considerations in ad hoc sensor networks.

Reference books:

1. Holger Karl & Andreas Willig, " Protocols And Architectures for Wireless Sensor Networks" ,

John Wiley, 2005.

2. Feng Zhao & Leonidas J. Guibas, Wireless Sensor Networks- An Information Processing

Approach", Elsevier, 2007.

3. Kazem Sohraby, Daniel Minoli, & Taieb Znati, Wireless Sensor Networks- Technology,

Protocols, And Applications, John Wiley, 2007.

4. Anna Hac, Wireless Sensor Network Designs, John Wiley, 2003.

ECW 3204 OFDMA & MIMO FOR WIRELESS COMMUNICATION Module I

OFDM Basics: Multi-carrier transmission- Data Transmission using Multiple Carriers-Multicarrier

Modulation with Overlapping Sub channels OFDM modulation & demodulation, BER; coded-OFDM;

Orthogonal frequency-division multiple-access (OFDMA). OFDM Synchronization: Effect/estimation of

symbol-time offset (STO); Effect/estimation of carrier-frequency offset (CFO); Effect/compensation of

sampling-clock offset (SCO).

Module II

Peak-to-Average Power Ratio Reduction (PAPRR): Distribution of OFDM-signal amplitude; PAPR &

oversampling; Frequency and Timing Offset Issues -Mitigation methods

Module III

Introduction to MIMO, MIMO Channel Capacity, SVD and Eigen modes of the MIMO Channel MIMO

Spatial Multiplexing - MIMO Diversity Gain: Beam forming Antennas Diversity: Receive-antenna

diversity; Transmit-antenna diversity.

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Module IV

Space-Time Modulation and Coding: ML detection, rank and determinant criteria, space-time trellis and

block codes - Detection for Spatially Multiplexed MIMO Systems - MIMO OFDM References 1. MIMO-OFDM for LTE, WiFi and WiMAX Li Wang, Ming Jiang, Lajos L. Hanzo, Yosef Akhtman

Weily 2011

2. MIMO Wireless Communications Ezio Biglieri Robert Calderbank Anthony Constantinides Andrea

Goldsmith Arogyaswami Paulraj H. Vincent Cambridge University Press (2007)

3. MIMO-OFDM Wireless Communications with MATLAB Yong Soo Cho, Jaekwon Kim, Won Young

Yang, Chung G. Kang John Wiley & Sons (2010)

4 OFDM for Wireless Communications Systems Ramjee Prasad, Artech House Publishers (2004)

ECW 3207 WIRELESS TECHNOLOGY LAB The followings are the list of experiments that can be conducted in the wireless technology lab II. The

faculty can replace these experiments with any other relevant experiments related to the elective taken.

1. Establishment of a free space optical communication link with the help of available external modulator

and performing various measurements to study the links.

2. Design and implementation of a network security algorithm

3. Medium access protocol development (CSMA, ALOHA).

4. Smart antennas

5. Wireless Sensor network protocol

6. Routing protocols

ECW3208 SEMINAR II Students shall individually prepare and submit a seminar report on a topic of current relevance

related to the field of wireless technology. The reference shall include standard journals,

conference proceedings, reputed magazines and textbooks, technical reports and URLs. The

references shall be incorporated in the report following IEEE standards reflecting the state-of-

the-art in the topic selected. Each student shall present a seminar for about 45 minutes duration

on the selected topic. The report and presentation shall be evaluated by a team of internal experts

comprising of 3 teachers based on style of presentation, technical content, adequacy of

references, depth of knowledge and overall quality of the seminar report.

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ECW 3301 PROJECT & PROJECT PROGRESS EVALUATION Each student shall identify a project related to wireless technology with the help of a guide / faculty. The

project work has to be carried out within the department itself. There is a project guide allotted to each

student by the head of the division / course coordinator. Normally a faculty member shall not supervise

more than five individual M.Tech candidates. However the department may evolve a transparent policy

for the distribution of M.Tech.in the department. Teachers entrusted with the guidance of the project work

shall help the student in identifying, analyzing the problem of the project work. The project work shall be

reviewed and evaluated periodically by the project guide during 3rd semester and be continued in the 4th

semester. Under special cases, student can carry out a project in a reputed R&D institution with the

permission of course coordinator/ HOD.

At the end of the semester, each student shall submit a project report comprising of the following.

1. Literature Review.

2. Application and feasibility of the project.

3. Objectives.

4. Detailed documentation including circuit diagrams and algorithms / circuits.

5. Project implementation action plan.The project must be evaluated by a team comprising of 3 internal examiners including the project guide,

coordinator & a senior faculty member.

ECW 3401 PROJECT PROGRESS EVALUATION & VIVA VOCE The project work started in the third semester shall be reviewed and evaluated periodically in the

4th semester by the guide. At the end of the semester, each student shall submit a project report

comprising of the following.

Literature Review

1. Objectives

2. Detailed documentation including circuit diagrams and algorithms / circuits

3. Conclusion 4. Future scope

The thesis will be examined by an oral examination committee. The committee shall consist of the thesis

supervisor (project guide), one faculty member from the department ( course coordinator or faculty

appointed by HOD) and one expert from outside the institute. The course coordinator will act as the

Convener of the Committee. The final evaluation of the project shall include the following.

1. Presentation of the work

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2. Oral examination

3. Demonstration of the project against objectives

4. Quality and content of the project report

ECWE A OPTICAL NETWORKS Module I:

Optical Networking-Introduction and Challenges: Advantages of optical network, overview and

architecture, WDM optical networks, all optical networks, Challenges of optical WDM network.

Optical Networking Components/Building Blocks: Optical transmitters, semiconductor laser diode,

tunable and fixed laser, laser characteristics, photodectors, tunable and fixed optical filters, channel

equalizers, optical amplifiers and its characteristics, semiconductor laser amplifier, Raman amplifier,

doped fiber amplifier, various switching elements, OADM, OXC, CLOS architecture, MEMS,

wavelength convertors.

Module II

Single and Multi-hop Networks: Introduction to single and multi-hop networks, Characteristics of

single and multi-hop networks,. Optical packet switching basics, header and packet format, contention

resolution in OPS networks Optical Access Network: Introduction to access network, PON, EPON and

WDN

Module III

Optical Metro Networks: Introduction to metro network, overview of traffic grooming in SONET ring,

traffic grooming in WDM ring

Routing and wavelength assignment: Problem formulation, routing sub-problem: fixed routing, fixed

alternate routing, adaptive routing, fault tolerant routing, wavelength assignment sub-problem,

algorithms: simulated annealing, flow deviation algorithm.

Module IV

Optical Multicasting and traffic grooming: Introduction to multicasting, Multicast-capable switch

architecture, unicast, broadcast and multicast traffic, multicast tree protection, traffic grooming overview,

static and dynamic traffic grooming. Network survivability - Optical Burst Switching - burst switching

protocols-wavelength channel scheduling.

References:

1. C. Siva Ram Murthy and Mohan Gurusamy, WDM Optical Networks: Concepts, Design and

Algorithms, Prentice Hall of India, 2002.

2. Rajiv Ramaswami and Kumar N. Sivarajan, Optical Networks: A Practical Perspective, Second

edition, Morgan Kaufmann Publishers, 2002.

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ECWE B. WIRELESS MEDIA ACCESS & NETWORK Module I

Overview of networking principles, networking technologies Analysis of packet multiplexed stream traffic; Introduction to Deterministic Network Calculus and packet scheduling algorithms and their

analysis.

Module II

Stochastic analysis of packet multiplexed stream traffic. Overview of queueing models, Little's theorem,

M/G/1 queue formulae, development of equivalent bandwidth of a stream source. Circuit multiplexing.

Blocking probability calculations. Application to a simple analysis of cellular network. Window

flow/congestion control algorithms, analysis of the TCP protocol.

Module III

Introduction to multiple access channels. Description and analysis of the Aloha, Ethernet, and CSMA/CA

protocols. Brief overview of ad hoc networks and issues in sensor networks. Packet Switching and

Architecture of routers and packet switches. Queueing issues in packets switches, input and output

queueing, virtual-output-queueing, maximum and maximal matching algorithms, stable matching

algorithms.

Module IV

Switching architectures. Algorithms for packet processing in switches and routers. Overview of routing

issues and principles. Introduction to optimal routing. Bellman-Ford and Dijkstra's shortest path routing

algorithms. Brief overview of QoS routing and aggregate routing. Network Management. References

1. A Kumar, D Manjunath and J Kuri, Communication Networking: An Analytical Approach, Morgan

Kaufman Publishers, 2004.

2. D Bertsekas and R Gallager. "Data Networks", Prentice Hall (India), Second Edition.

3. Peterson and B Davie, "Computer Networks: A Systems Approach" Morgan Kaufman Publishers,

Third Edition.

ECWE C MULTIMEDIA COMPRESSION TECHNIQUES Module I:

Introduction to Multimedia components of multimedia- overview of multimedia software tools- Graphics

and Image Data Representations Graphics/image data types, popular file formats - Fundamental Concepts in

Video analog and digital video. Basics of Digital Audio Storage requirements for multimedia applications -

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Need for data compression Data Compression: Huffman coding, Arithmetic coding Adaptive methods

Adaptive Huffman Coding Adaptive Arithmetic Coding Dictionary Methods LZW algorithm.

ModuleII:

Audio Compression: Digital audio- audio compression techniques - Law and A Law companding, ADPCM. Speech compression

Module III

Image Transforms orthogonal transforms- DCT, JPEG , progressive image compression Vector

quantization, Differential lossless compression DPCM Wavelet based compression- Filter banks, DWT,

Multiresolution decomposition, SPIHT and EZW Coders, JPEG 2000 standard

Module IV:

Video Compression: Video signal components - Video compression techniques MPEG Video Coding

Motion Compensation video compression standards.

References:

1. Mark S.Drew and Ze-Nian Li, Fundamentals of Multimedia, PHI, 1st Edition, 2008.

2. David Salomon, Data Compression The Complete Reference, Springer Verlag New York Inc.,3rd

Edition, 2008.

ECWE D MICROWAVE INTEGRATED CIRCUITS Module I:

Introducion, Types of MICs and their technology, Propagating models, Analysis of MIC by conformal

transformation, Numerical method, Hybrid mode analysis, Losses in microstrip, Introduction to slot line and

coplanar waveguide. Introduction to coupled microstrip, Even and odd mode analysis, Branch line couplers,

Design and fabrication of lumped elements for MICs, Comparison with distributed circuits.

Module II:

Ferromagnetic substrates and inserts, Microstrip circulators, Phase shifters, Microwave transistors, Parametric

diodes and amplifiers, PIN diodes, Transferred electron devices, Avalanche, IMPATT, BARITT diodes.

Module III:

MICROSTRIP CIRCUIT DESIGN AND APPLICATIONS: Introduction, Impedance transformers, Filters,

High power circuits, Low power circuits, MICs in Satellite and Radar.

Module IV:

MMIC TECHNOLOGY: Fabrication process of MMIC, Hubrid MMICs, Dielectric substances, Thick film and

thin film technology and materials, Testing methods, Encapsulation and mounting of devices.

Reference Book:

1. Gupta K.C and Amarjit Singh, Microwave Integrated Circuits, John Wiley, New York, 1975.

2. Hoffman R.K."HandBook of Microwave integrated circuits", ArtechHouse,Bostan,1987.

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ECWE E ADVANCED EMBEDDED SYSTEMS DESIGN Module I

Introduction to Embedded systems Embedded hardware, Embedded software, Classification and

Examples of embedded systems, System on Chip, Design process.

Overview of 8051 Architecture, Real world Interfacing, Introduction to architectures x86, ARM and

SHARC architectures - Processor and Memory organization, Instruction level parallelism, Performance

metrics, Processor and Memory selection.

Module II:

Program Design and Analysis: Formalism for system design using UML (Unified Modeling Language)

Model for Program flow graph (flow graphs). Optimization of execution time, program size, energy and

power. Multiple tasks and processes, context switching, OS states, structure, timing requirements,

Scheduling policies, and Inter- process communication Mechanisms. Performance Evaluation of OS.

Module III:

Real Time Scheduling:State-machines, State charts, traditional logics and real-time logic scheduling:

assumptions and candidate Algorithms, RM (rate monotonic) and EDF (earliest deadline first), realizing

the assumptions, priority inversion and inheritance, Execution time prediction: Approaches and issues,

measurement of S/W by S/W, program analysis by timing scheme, prediction by optimization, system

interferences and architectural complexities. Timer applications, properties of real and ideal clocks.

Module IV :

Real time operating systems:OS services, Process management, timer and event functions, Memory

management, Device, file and I/O management, Interrupt Routines in RTOS environment, basic design

using RTOSes, Performance metrics, OS security issues. Embedded software development Process and

Tools

Case studies: Digital Camera hardware and software architecture, Mobile phone software for key inputs.

Reference Books:

1. Wayne Wolf, Computers as Components: Principles of Embedded Computing system Design, 2nd

Edition, Morgan Kaufmann Publishers, 2008.

2. Raj Kamal, Embedded Systems-Architecture, Programming and Design, The McGraw Hill

Companies, 2nd Edition, 2008.

3. Allan C. Shaw, Real time systems & Software, John Wiley & Sons, India Reprint, 2001.

4. Richard Zurawski, Embedded Systems Handbook, Industrial Information Technology series,

Taylor and Francis group, the academic division of T&F Informa plc.

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ECWE F ADVANCED INFORMATION THEORY AND CODING

TECHNIQUES Module I

Introduction to Information theory- Uncertainty and information average mutual information, Average

self-information, Average conditional self-information, Measures of information- Information content of

a message-Average information content of symbols in long independent sequences Average information

content of symbols in long dependent sequences Information measure for continuous random variables.

Module II

Communication channels, Discrete communication channel-Rate of information transmission over a

discrete channel-capacity of a discrete memoryless channel-continuous channel Shannon Hartley

theorem and its implications.

Channel models- channel capacity BSC ,BEC-cascade channels-symmetric channel unsymmetric

channel and their capacities-Information capacity theorem ,Shannon limit , channel capacity for MIMO

system.

ModlueIII

Source Coding:Purpose of coding, Uniquely decipherable codes ,Shannons I and II fundamental

theorem- Source coding theorem Huffman coding Shannon fano-Elias coding, Arithmetic coding

Lempel-Ziv algorithm-Run length encoding and PCX format-Rate distortion function-optimum quantizer

design.

Module IV

Channel Coding: Linear block codes and cyclic codes-Galois fields, Vector spaces and matrices, Noisy

channel coding theorm, Matrix description of linear blocks codes- -parity cheek matrix, Decoding of

linear block codes , error detection and error correction capability perfect codes, Hamming codes. Low

density parity check (LDPC) Turbo codes-Turbo decoding- Space Time Codes.

Reference Books:

1. J.Das, SK.Mullick and PK Chatterjee, Principles of Digital Communication, Wiley Eastern

Limited, 2008.

2. Ranjan Bose, Information Theory Coding and Cryptography, Tata McGraw Hill Education Private

Ltd, New Delhi, 2010.

3. K. Sam Shanmugam, Digital and Analog Communication Systems, John Wiley and sons, 1994

4. Simon Haykin, Digital Communications, John Wiley and sons, 1988.

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ECWE G ADVANCED DIGITAL SIGNAL PROCESSING Module I

Wavelets & Applications: Fourier and Sampling Theory - Generalized Fourier theory, Fourier transform,

Short-time(windowed) Fourier transform, Time-frequency analysis, Wavelets - The basic functions,

Specifications, Admissibility conditions, Continuous wavelet transform (CWT), Discrete wavelet transform

(DWT).

Module II

The multiresolution analysis (MRA) of L2(R) - Wavelet decomposition and reconstruction of functions in

L2(R). Fast wavelet transform algorithms - Relation to filter banks, Wavelet packets. Wavelet Transform

Applications: Image processing - Compression, Denoising, Edge detection and Object detection. Audio -

Perceptual coding of digital audio. Wavelet applications in Channel coding.

Module III

Adaptive Filters:FIR adaptive filters -adaptive filter based on steepest descent method- Normalized LMS.

Applications. Adaptive channel equalization etc.

Module IV

Multi-rate Digital Signal Processing:Mathematical description of sampling rate conversion - Interpolation and

Decimation, Decimation by an integer factor - Filter implementation for sampling rate conversion, Sub band

coding.

References:

1. Monson H.Hayes, Statistical Digital Signal Processing and Modeling, Wiley India, 2008.

2. John G. Proakis and Dimitris G.Manolakis, Digital Signal Processing, Fourth Edition, Prentice

Hall of India, New Delhi, 2007.

3. John G. Proakis et.al., Algorithms for Statistical Signal Processing, Pearson Education, 2002.

4. Dimitris G.Manolakis et.al., Statistical and Adaptive Signal Processing, McGraw

Hill, Newyork, 2000.

ECWE H DETECTION AND ESTIMATION OF SIGNALS Module I

Review of Gaussian variables and processes; problem formulation and objective of signal

detection and signal parameter estimation in discrete-time domain. Statistical Decision Theory:

Bayesian, minimax, and Neyman-Pearson decision rules, likelihood ratio, receiver operating

characteristics, composite hypothesis testing, locally optimum tests, detector comparison

techniques, asymptotic relative efficiency.

20

Module II

Detection of Deterministic Signals: Matched filter detector and its performance; generalized

matched filter; detection of sinusoid with unknown amplitude, phase, frequency and arrival time,

linear model. Detection of Random Signals: Estimator-correlator, linear model, general Gaussian

detection, detection of Gaussian random signal with unknown parameters, weak signal detection.

Module III

Nonparametric Detection: Detection in the absence of complete statistical description of

observations, sign detector, robustness of detectors. Estimation of Signal Parameters: Minimum

variance unbiased estimation, Fisher information matrix, Cramer-Rao bound, sufficient statistics,

minimum statistics, complete statistics; linear models; best linear unbiased estimation; maximum

likelihood estimation, invariance principle; estimation efficiency; Bayesian estimation:

philosophy, nuisance parameters, risk functions, minimum mean square error estimation,

maximum a posteriori estimation.

Module IV :

Signal Estimation in Discrete-Time:Linear Bayesian estimation, Weiner filtering, dynamical

signal model, discrete Kalman filtering

References:.

1. H. L. Van Trees, "Detection, Estimation and Modulation Theory: Part I, II, and III", John

Wiley, NY, 1968.

2. H. V. Poor, "An Introduction to Signal Detection and Estimation", Springer, 2/e, 1998.

3. S. M. Kay, "Fundamentals of Statistical Signal Processing: Estimation Theory", Prentice

Hall PTR, 1993.

4. S. M. Kay, "Fundamentals of Statistical Signal Processing: Detection Theory", Prentice

Hall PTR, 1998.

ECWE I COOPERATIVE WIRELESS COMMUNICATION SYSTEM Module I

Introduction to Cooperative Communications Systems, Cooperation in Wireless Network,

Cooperative Diversity , Capacity theorems for the relay channel, spatial diversity in wireless

networks, Cooperative strategies and capacity theorems for relay networks, Capacity bounds for

cooperative diversity.

21

Module II

Cooperative Demodulation , Modulation and demodulation for cooperative diversity in wireless

systems, performance of cooperative demodulation with decode-and-forward relays, OFDM

Cooperative Space-Time Diversity System,Symbol error probabilities for feneral cooperative

links

Module III

Cooperative Space-Time Coding , Space-Time Codes for High Data Rate Wireless

Communication, Distributed space-time-coded protocols, Fading relay channels: performance

limits and space-time signal design, Space-time diversity enhancements using collaborative

communications.

Module IV

Channel acess issue Cooperative Multiple Access Communication , Relay channel and protocol ,

Relay selection, Energy effiency

References 1. Cooperative Wireless Communications Yan Zhang, Hsiao-Hwa Chen, Mohsen GuizanAuerbach

Publications 2009

2. K.J.R. Liu, A.K. Sadek, W. Su, A. Kwasinski, Cooperative Communications and Networking,

Cambridge University Press, 2008.

3. S. Haykin and K.J.R. Liu, Eds., Handbook on Array Processing and Sensor Networks, IEEE-

Wiley, 2009.

4. K.J.R. Liu and B. Wang, Cognitive Radio Networking and Security: A Game Theoretical View,

Cambridge University Press, 2010.

5. H. V. Zhao, W.S. Lin, and K.J.R. Liu, Behavior Dynamics in Media-Sharing Social Networks,

Cambridge University Press, 2011.

ECWE J ADVANCED TECHNIQUES FOR WIRELESS RECEPTION Module I:

Blind Multiuser Detection:Wireless signaling environment, Basic receiver signal processing for wireless

reception- matched filter/raked receiver, equalization and MUD. Linear receiver for synchronous CDMA-

decorrelating and MMSE detectors. Blind MUD, direct and subspace methods.

22

Module II

Group Blind MUD:Linear group blind MUD for synchronous CDMA, Non-linear group blind multiuser

detectors for CDMA-slowest descent search. Group blind multiuser detection in multipath channels-

Linear group blind detectors.

Module III:

Space-Time MUD:Adaptive array processing in TDMA systems-Linear MMSE combining, sub-space

based training algorithm and extension to dispersive channels. Optimal space time MUD. Linear space

time MUD Linear MUD via iterative interference cancellation, single user space-time detection and

combined single user/multiuser linear detection.

Module IV:

Narrow band Interference Suppression: Linear predictive techniques-linear predictive methods. Non-

linear predictive techniques-ACM filter, Adaptive non-linear predictor Signal Processing for Wireless

Reception Bayesian signal processing- Bayesian framework, batch processing Versus adaptive

processing, Monte-Carlo methods.

References:

1. X.Wang and H.V.Poor, Wireless Communication Systems, Pearson,2004

2. Iti Saha Misra,Wireless Communications and Networks,Tata McGraw Hill,2009.

ECWE K ANALYTICAL AND COMPUTATIONAL TECHNIQUES IN

ELECTROMAGNETICS Module 1

Introduction: Elements of Computational Methods, Basis Functions, Sub-domain Basis Functions, Entire-

domain Basis Functions, Convergence and Discretization Error Convergence Test, Order of Convergence,

Disctretization Error and Extrapolation, Discretization of Operators, Discretization Error in FDM, FDTD,

and FEM, Stability of Numerical Solutions, Stability of FDTD Solution, Stability of Matrix Solution,

Accuracy of Numerical Solutions, Modeling Errors, Truncation Error, Round-off Error, Validation,

Spurious Solutions, Formulations for the Computational Methods

Module II

Method of Moments: Basis Functions, Sub-domain Basis Functions, Entire-domain Basis Functions,

Point Matching and Galerkins Methods, Eigen value Analysis using MoM. Solution of Integral

Equations using MoM, Static Charge Distribution on a Wire, Analysis of Stripline, Analysis of Wire

Dipole Antenna, Scattering from a Conducting Cylinder of Infinite Length, Greens functions.

23

Module III

Finite Difference Time Domain Analysis: FDTD Analysis in One-Dimension: Pulse Propagation in a

Transmission Line, Spatial Step x and Numerical Dispersion, Time Step t and Stability of the Solution, Source or Excitation of the Grid, Absorbing Boundary Conditions, Applications of One-Dimensional

FDTD Analysis, Reflection at an Interface, Determination of Propagation Constant, Design of Material

Absorber, Exponential Time-stepping Algorithm in the Lossy Region, FDTD Analysis in Two-

Dimensions, Unit Cell, Numerical Dispersion in Two-Dimensions, Time Step t for Two-Dimensional Propagation, Absorbing Boundary Conditions for Propagation in Two, Dimensions, Perfectly Matched

Layer ABC's FDTD Analysis in Three-Dimension, Yee Cell, Numerical Dispersion in Three-Dimension,

Time Step t for Three-Dimensional Propagation, Absorbing Boundary Conditions and PML for Three-Dimensions Implementation of Boundary Conditions in FDTD, Perfect Electric and Magnetic Wall

Boundary Conditions, Interface Conditions

Module IV

Finite Element Method: Basic Steps in Finite Element Analysis, Discretization or Meshing of the

Geometry, Derivation of the Element Matrix, Assembly of Element Matrices, Solution of System Matrix,

Post-processing, FEM Analysis in One-dimension, Treatment of Boundary and Interface Conditions,

Accuracy and Numerical Dispersion, FEM Analysis in Two-dimension, Element Matrix for Rectangular

Elements, Element Matrix for Triangular Elements, Assembly of Element Matrices and System

Equations, Capacitance of a Parallel Plate Capacitor, Cut-off Frequency of Modes in a Rectangular

Waveguide, FEM Analysis of Open Boundary Problems

References:

1. Ramesh Garg, Analytical and Computational Methods in Electromagnetics, Artech House, 2008,

ISBN-10: 1596933852

2. Matthew N. O. Sadiku, Numerical Techniques in Electromagnetics, CRC press, 2/e, 2000.

3. David B. Davidson, Computational Electromagnetics for RF and Microwave Engineering, Cambridge

university press,2/e,2010

4. Allen Teflove, Susan C Hagness, Computational Electrodynamics: The Finite Difference Time Domain

Method., Artech House publications,3/e,2005

5. R.F. Harrington, Field Computation by Moment Method., Wiley,1993

6. John L. Volakis, and Kubilay Sertel, Frequency Domain Hybrid Finite Element Methods

forElectromagnetics, Morgan & Claypool Publishers ,2006

7. Balanis.C.A. Advanced Engineering Electromagnetics,Wiley Publications, 1989, ISBN-10:

0471621943

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