VII SEMESTER SCHEME - SSIT

SRI SIDDHARTHA INSTITUTE OF TECHNOLOGY- TUMAKURU (A constituent College of Siddhartha Academy of Higher Education, Tumakuru)

Department of Telecommunication Engineering

DEPARTMENT OF TELECOMMUNICATION ENGINEERING

VII SEMESTER SCHEME

Sl.N

o

Sub. Code Name of Subject LH T PR S C

1 TC7T01 WIRELESS COMMUNICATION 4 0 0 0 4

2 TC7T02 OPTICAL FIBER

COMMUNICATION 4 0 0 0 4

3 TC7T03 DATA COMMUNICATION

NETWORKS 4 0 0 0 4

4 TC7PE4XX ELECTIVE B 3 0 0 0 3

5 TC7PE5YY ELECTIVE C 3 0 0 0 3

6 TC7L01 DATA COMMUNICATION

NETWORKS LAB 0 0 3 0 1.5

7 TC7L02 COMMUNICATION LAB-II 0 0 3 0 1.5

8 TC7PW01 PROJECT WORK PHASE-I 0 8 3 0 4

Total 18 8 06 0 25

LH=Lecture Hour T = Tutorial Hour

XX = CV/ ME/ EE/ EC/ CS/ Board PR= Practical Hour

PE= Professional Elective S=Self-study Hour Y=1/2/3

C= Credit L = Laboratory PW = Project Work

Professional Elective –B Credits 3-0-0-0-3 Sub.Code Name of the Subject

TC7PE411 ADVANCED EMBEDDED SYSTEM DESIGN

TC7PE412 SPEECH PROCESSING

TC7PE413 RF CIRCUIT DESIGN

Professional Elective – C Credits 3-0-0-0-3 Sub.Code Name of the Subject

TC7PE511 NETWORK SECURITY AND COVERT

COMMUNICATION

TC7PE512 WAVELET TRANSFORM

TC7PE513 DSP ARCHITECTURE



Syllabus for the Academic Year – 2020-21

Department: Telecommunication Engineering Semester: 7th

Subject Name: Wireless Communication

Subject Code: TC7T01 L-T-P-S-C: 4-0-0-0-4

Course Objectives:

Course Outcomes:

Sl.No Course Objectives

1

The course has been introduced to make the students understand the principles

basing the architecture of different wireless communication systems and

technologies

2

To enable them to identify the tradeoff between frequency responses, signal to

interference ratio, capacity and spectral efficiency.

3

The Course aims to expose students to characterize different types of large scale

and small scale path losses.

4

To make them analyse the performance of truncated radio systems and error

probabilities.

Course outcome

Descriptions

CO1

Comprehend and identify the fundamental operational and design problems of

wireless communication systems.

CO2 Discuss and distinguish basic cellular communication Standards.

CO3

Characterize large scale path loss, shadowing and small fading in terms of

Doppler spectrum.

CO4

Describe different types of multiple access techniques and diversity techniques to

interpret how they improve performance for mobile radio channels.



UNIT Description Hours

I

Introduction to Wireless communication System: Evolution of mobile radio

communications, Mobile radio telephony, Examples of wireless

communication Systems, Second Generation (2G), Third Generation (3G),

WLANS, Bluetooth and Personal Area Networks. (Text 1: Chapter

1:1.1,1.2,1.3,1.4, Chapter 2: 2.1, 2.2, 2.4, 2.5)

10

Hours

II

Mobile Radio Propogation and Small Scale Fading: Introduction to Radio

Wave Propogation, Free Space Propogation Models, Outdoor and Indoor

propagation models, Signal penetration into buildings, Small Scale Multipath

Propagation, Parameters of Mobile Multipath channels, Types of Small Scale

fading, Fading due to Doppler Spread. (Text 1: Chapter 4: 4.1, 4.2, 4.10, 4.11,

4.12, Chapter 5: 5.1, 5.4, 5.5.)

10

Hours

III

Equalisation and Speech coding: Introduction, Fundamentals of

Equalization, Training a generic adaptive equaliser, Equalizers in a

communication receiver, linear equalizers, non linear equalizers, algorithms

for adaptive equalizers.

Speech coding: Introduction, charecteristics of speech signals, quantization

techniques, ADPCM, Frequency domain coding of speech, vocoders, linear

predictive coders.

(Chapter 7: 7.1- 7.8 and chapter 8: 8.1-8.7)

12

Hours

IV

Wireless Networking:

Introduction, differences between wireless and fixed phone networks,

development of wireless networks, fixed phone transmission hierarchy, traffic

routing in wireless networks, wireless data services, common channel

signalling, Integrated services digital network, Signalling system No 7,

Signaling Traffic in SS7, SS7 Services, Performance of SSL7.

(Chapter 10)

10

Hours

V

5G Technology:

Introduction, Broadband transmission, Application Innovation, Internet of

Things, Video Streaming, Cloud Computing, 5G data drivers, 5G Data drivers,

Global Mobile adaptation, 4G LTE Advances, 1G to 5G Evolution, 5G

Technical objectives, 5G Concepts and architecture, 5G New Radio, Expected

5G Performance, Multiple cell types, Small cells and heterogeneous networks,

Neutral host small cell, Unlicensed Spectrum integration, Internet of things

and machine to machine, Smart antenna and MIMO, Virtualization, Multi

access edge computing, Multicast and Broad cast, Remote sim provisioning.

(Text 2: few headings of chapter 1, 2 and 3)

10

Hours

Question paper Pattern:

Each unit consists of two questions with a choice



Text Books:

Sl. No.

Text Book title Author Publisher Volume / Issue

Year of Edition

1 Wireless Communication Theodore S

Rappaport

Pearson

Education

Second

edition 2003.

2

White paper on LTE to

5G:Cellular and Broad band

innovation

Written for 5G

Americans by

Rysavy

Research

- - August

2017

Reference Book:

Sl. No.


Year of Edition

1 GSM– Architecture,

Protocols and

Services

Jorg Eberspacher, Hans-

Jorg Vogel, Christian

Bettstetter, Christian

Hartmann

Wiley 3rd

Edition 2009

2 Introduction To

Wireless

Telecommunications

Systems and

Networks

Gary J Mullet Cengage

Learning. - -



Syllabus for the Academic Year 2020-21


Subject Name: Optical Fiber Communication


Course Objectives: To study the basics of various types of:

Course Outcomes: At the end of this course, students will be able to

Sl.

No. Course Objectives

1 Optical fibers, signal transmission characteristics.

2 Optical sources, photo detectors, optical components and amplifiers.

Course

outcome Descriptions

CO1 Understand basic properties and various transmission losses of optical

fibers.

CO2 Apply the knowledge of mathematics to solve problems involved in

optical fiber communication.

CO3 Analyze the behavior of optical sources, photo detectors, optical

components and amplifiers.

CO4 Select and employ operational techniques of optical fiber for various

applications.






I

Overview of optical fiber communications

Motivations for light wave communications, optical spectral bands, key

elements of optical fiber systems, basic optical laws and definitions, optical

fiber modes and configurations, mode theory for circular waveguides, single

mode fibers, graded-index fiber structure, fiber materials, photonic crystal

fibers, fiber optic cables.

Text 1: 1.1, 1.2, 1.6, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.11

12Hrs

II

Attenuation and Dispersion

Attenuation: absorption, scattering losses, bending losses, core and cladding

losses, signal dispersion in fibers

Text1: 3.1, 3.2

10Hrs

III

Optical sources and Photo detectors

Topics from semiconductor physics, light-emitting diodes, laser diodes,

physical principles of photo diodes, photo detector noise.

Text1: 4.1, 4.2, 4.3, 6.1, 6.2

10Hrs

IV

Fiber jointing

Mechanical misalignments, fiber spicing, optical fiber connectors.

Text1:5.3.1(excluding analysis), 5.5, 5.5.1, 5.6, 5.6.1

WDM concepts and Optical components

Overview of WDM, passive optical couplers: 2x2 fiber coupler, star coupler,

Mach-Zehnder interferometer multiplexers, isolators and circulators, fiber

grating filters, dielectric thin-film filters, dynamic gain equalizers, OADM

Text1:10.1, 10.2, 10.2.1, 10.2.4, 10.2.5, 10.3, 10.4, 10.5, 10.8.4, 10.8.5

10Hrs

V

Optical amplifiers

Basic applications and types of optical amplifiers, semiconductor optical

amplifiers, erbium-doped fiber amplifiers, amplifier noise.

Text1:11.1, 11.2, 11.3, 11.4

SONET/SDH

Transmission formats and speeds, Optical interfaces, SONET/SDH rings,

SONET/SDH networks

Text1:13.3

10Hrs



Text Book:

Sl.

No.

Text Book title Author Publisher

Volume / Issue

Year of Edition

1 Optical Fiber

Communications

Gerd

Keiser

McGraw Hill

Education 5

th edition 2013

Reference Books:

Sl. No.


Volume / Issue

Year of Edition

1 Fiber Optic Communication John M.

senior

Pearson

education

4th

edition

2

Optical Fiber

Communications Principles

and Practice

Joseph C

Palais

Pearson

education

Third

edition

2010

reprint





Subject Name: Data Communication Networks

Subject Code: TC7T03 L-T-P-SC-: 4-0-0-0-4

Course Objectives:

Course Outcomes

Sl.No. Course Objectives

1 Expose students to basic principles of computer networking.

2

To provide an Overview to the main technologies and models used in

computer networks.

3

Give students the knowledge of internetworking principles and how the

Internet protocols, routing, and applications operate and allow them to

practice in this field forming foundation for more advanced courses in

networking

Course outcome

Descriptions

CO1

Understand principles of computer networking, architectures, and

reference models. (L1)

CO2 Acquire knowledge of techniques: framing, switching, LAN, DLL and

channel allocation..(L2)

CO3 Analyze network addressing ,data handling, fragmentation, network layer

protocols performance (L4)

CO4 Apply the basic principles of error control, routing, flow control, and

congestion control mechanisms for real time networks. (L3)




I

Data communication and network models: Layered tasks, OSI Model,

Layers in OSI model, TCP-IP protocol suite, addressing

Multiplexing: Introduction to multiplexing, FDM and TDM; Synchronous

and asynchronous multiplexing.

Telephone and cable networks for data communication: Dial up modem,

DSL, ADSL, Cable TV networks, circuit switching, message switching and

packet switching.

1.1 to 1.4, 2.1 to 2.5, 6.1, 9.2 to 9.5.

10

Hours

II

DATA LINK CONTROL: CRC, Framing, Flow and error control, Protocols,

Noiseless channels and noisy channels, HDLC.

MULTIPLE ACCESSES: Random access, Controlled access.

10.4, 11.1 to 11.6, 12.1 to 12.2.

10

Hours

III

Wired LAN: Ethernet, IEEE standards, Standard Ethernet, Changes in the

standards, Fast Ethernet, Gigabit Ethernet, Wireless LAN IEEE 802.11.

Connecting LANs, Connecting devices, Backbone networks and Virtual

LANs.

13.1 to 13.5, 14.1, 15.1 to 15.3.

10

Hours.

IV

Network Layer: Logical addressing-Ipv4 addresses, Ipv6 addresses,

Network layer: Internet protocol-Ipv4 and Ipv6, Transition from Ipv4 to

Ipv6

19.1 to 19.2, 20.1 to 20.4

.

10

Hours

V

Network layer: Delivery, forwarding, Routing-Hierarchical routing, Unicast

Routing-Distance vector routing Protocols (instability not considered), Link

state routing.

Congestion and QOS: Open loop and closed loop control, Techniques to

improve QOS.

22.1 to 22.3, 24.1 to 24.3, 24.5 to 24.6.

12

Hours





Text Books:

Sl. No.


Year of Edition

1

Data communications and

Networking

Behrouz .A.

Forouzan

Tata McGraw-

Hill

4th Ed 2010

Reference Book:

Sl. No.


Volume / Issue

Year of Edition

1 Computer Networks

James F.

Kurose, Keith

W. Ross

Pearson

education

2nd

Edition 2003

2

Introduction to Data

communication and

networking

Wayne

Tomasi

Pearson

education 2007





Subject Name: Advanced Embedded System Design

Subject Code: TC7PE411 L-T-P-S-C: 3-0-0-0-3

Course Objectives:

Course Outcomes


1 Impart the concepts and architecture of embedded systems

2 To make the students capable of designing embedded systems.

3 Set the required background in embedded firmware concepts and RTOS.

4

Familiarizing the students in industry popular 32-bit Microcontroller,

Embedded System Development Environment.

Course outcome

Descriptions

CO1

Know about embedded system and realize the characteristics of an

Embedded System.

CO2

Understand the crucial aspects of embedded systems, sensors & actuators,

communication protocols

CO3

Understand the Firmware circuits like brownout protection and watchdog

timer.

CO4 Know about the development environment for embedded systems including

disassembler, simulator and emulator




I

Introduction and examples of embedded systems

Introduction to Embedded Systems Definition of Embedded System,

Embedded Systems Vs General Computing Systems, History of Embedded

Systems, Classification, Major Application Areas, Characteristics and Quality

Attributes of Embedded Systems.

(Chapter 1:1.1-1.5, Chapter 3: 3.1-3.2) .

7Hrs

II

Typical Embedded System: Core of the Embedded System: General Purpose and Domain Specific

Processors, ASICs, PLDs, Commercial Off-The-Shelf Components (COTS),

Memory: ROM, RAM, Memory Shadowing, Sensors and Actuators,

Communication Interface: Onboard and External Communication Interfaces

(Chapter 2:2.1-2.4)

9Hrs

III

Embedded Firmware: Reset Circuit, Brown-out Protection Circuit, Oscillator Unit, Real Time Clock,

Watchdog Timer, Embedded Firmware Design Approaches and Development

Languages. (Chapter 2:2.6 Chapter 9:9.1-9.2)

7Hrs

IV

Real-Time Operating System (RTOS) based Embedded System Design: Operating System Basics, Types of OS, Tasks, Process and Threads,

Multiprocessing and Multitasking, Task Scheduling, Threads, Processes and

Scheduling, Task Communication, Task Synchronization, Device Drivers,

How to Choose an RTOS.

(Chapter 10: 10.1-10.10)

8Hrs

V

Embedded System Development Environment The Integrated Development Environment (IDE), Types of Files Generated on

Cross compilation, Disassembler/ELDompiler, Simulators, Emulators and

Debugging, Target Hardware Debugging, Boundary Scan.

(Chapter 13: 13.1-13.6)

8Hrs





Text Book:

Sl. No.


Volume / Issue

Year of Edition

1 Introduction to Embedded

Systems Shibu K.V Mc Graw Hill.

- 2009

Reference Books:

Sl. No.


Volume / Issue

Year of Edition

1 Embedded Systems Raj Kamal TMH. - -

2 Embedded System

Design

Frank Vahid,

Tony Givargis,

John Wiley. - -

3 Embedded Systems Lyla, Pearson,

- 2013

4 An Embedded Software

Primer

David E. Simon, Pearson

Education

- -





Subject Name: Speech Processing


Course Objectives:

Course Outcomes


1

To provide students with the knowledge of basic characteristics of speech signal in

relation to production and hearing of speech by humans

2 To describe basic algorithms of speech analysis common to many applications

3 To give an overview of applications(recognition, synthesis and coding)

4 To inform about practical aspects of speech algorithms implementation

Course outcome

Descriptions

CO1 Model speech production system and describe the fundamentals of speech.

CO2 Extract and compare different speech parameters.

CO3 Choose an appropriate statistical speech model for a given application.

CO4 Design a speech recognition system.






I

Basic Concepts: Speech Fundamentals: Articulatory Phonetics – Production

and Classification of Speech Sounds; Acoustic Phonetics – acoustics of

speech production; Review of Digital Signal Processing concepts; Short-

Time Fourier Transform, Filter-Bank and LPC Methods.

8 HRS

II

Speech Analysis: Features, Feature Extraction and Pattern Comparison

Techniques: Speech distortion measures – mathematical and perceptual –

Log Spectral Distance, Cepstral Distances, Weighted Cepstral Distances and

Filtering, Likelihood Distortions, Spectral Distortion using a Warped

Frequency Scale, LPC, PLP and MFCC Coefficients, Time Alignment and

Normalization – Dynamic Time Warping, Multiple Time – Alignment Paths.

8 HRS

III

Speech Modeling: Hidden Markov Models: Markov Processes, HMMs –

Evaluation, Optimal State Sequence – Viterbi Search, Baum-Welch

Parameter Re-estimation, and Implementation issues.

8 HRS

IV

Speech Recognition: Large Vocabulary Continuous Speech Recognition:

Architecture of a large vocabulary continuous speech recognition system –

acoustics and language models – ngrams, context dependent sub-word units;

Applications and present status.

7 HRS

V

Speech Synthesis: Text-to- speech synthesis concatenative and waveform

synthesis methods, subword units for TTS, intelligibility and naturalness –

role of prosody, Applications and present status.

8 HRS



Text Book:

Sl. No.


Volume / Issue

Year of Edition

1 Fundamentals of

Speech Recognition

Lawrence Rabiner and Biing-Hwang Juang

Pearson

Education, - 2003

Reference Books:

Sl. No.


Volume / Issue

Year of Edition

1

The Scientist and Engineer’s Guide to Digital Signal Processing

Steven W. Smith

California Technical Publishing

2 Discrete-Time Speech Signal Processing – Principles and Practice

Thomas F Quatieri

Pearson Education

3 Speech Recognition

Claudio Becchetti and Lucio Prina Ricotti

John Wiley and Sons,

1999.

4

Speech and audio signal processing- processing and perception of speech and music

Ben gold and Nelson Morgan

Wiley- India Edition

2006 Edition

5 Statistical Methods of Speech Recognition

Frederick Jelinek

MIT Press





Subject Name: RF Circuit Design


Course Objectives: The objectives of this course are to make the students

Course Outcomes: At the end of the course, students will be able to:


1 Analyze and design basic RF Electronic Circuits.

2 Design and Study the RF Transmission Lines, Active and Passive Circuits.

3 Design the RF Transistors.

4 Study the RF Mixers.

Course outcome

Descriptions

CO1 Describe general RF Circuits, Components and Systems.

CO2 Design impedance matching networks and passive RF Filters.

CO3

Understand RF Receiver front end systems: RF amplifier, Mixer and Local

oscillator for wireless communication Systems.

CO4 Conduct Experiments using Simulation tools for RF Circuit design.






I

INTRODUCTION TO RF ELECTRONICS

The Electromagnetic Spectrum, Microwave bands, RF behavior of passive

components, Tuned resonant circuits, vectors, Inductors and capacitors- voltage

and current in capacitor circuits, Tuned resonant circuits, Vectors, Inductors and

capacitors- voltage and current in capacitor circuits, Tuned RF/ IF Transformers,

High frequency limitations of BJT, MOSFET.

8

II

TRANSMISSION LINE ANALYSIS: Examples of transmission lines,

Transmission line equations, Micro strip Transmission Lines, Special

Termination conditions- Sourced and Loaded Transmission Lines.

7

III

RF PASSIVE & ACTIVE COMPONENTS: Filter Basics, Lumped filter

design, Distributed Filter Design, Diplexer Filters, Crystal and Saw filters,

Tunable filters, power combiners/ Dividers, Directional Couplers, Hybrid

couplers, Isolators, RF Diodes, BJTS, FETS, HEMTS and Models.

8

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.

8

V RF MIXERS: Basic characteristics of a mixer, Active mixers, Image Reject

and Harmonic mixers, Frequency domain considerations. 7



Text Book:

Sl. No.


Volume / Issue

Year of Edition

1 RF Circuit design: Theory

and applications

Reinhold

Ludwing, Pavel

Bretchko

Pearson

Education

Asia

Publication,

New Delhi

- 2001.

Reference Books:

Sl. No.


Volume / Issue

Year of Edition

1

Radio Frequency and

Microwave

Communication

Circuits- Analysis and

Design

Devendra K Misra,

Wiley student

Edition, John

Wiley & Sons.

2 RF Circuit Design

Christopher Bowick,

Cheryl Aljuni and

John Biyler,

Elsevier

science

2008



Syllabus for the Academic Year – 2020 - 2021


Subject Name: Network Security and Covert Communication


Course Objectives:

Course Outcomes


1 Identify the security concerns in Email and internet protocol.

2 Understand cyber security concepts.

3

Classify the threats (problems) and develop a security model to prevent, detect

and recover from the attacks.

4 Discuss the various covert communication frame work.

Sl.No Descriptions

CO1

Analyse network security protocols and understand the basic concepts of

covert communication. (L4)

CO2 Analyse the Network security problems. (L4)

CO3 Analyse Network Security Framework. (L4)

CO4

Apply concept of Covert Communication framework in computer system

administration. (L3)




I

Transport Level Security: Web Security Considerations, Secure Sockets

Layer, Transport Layer Security, HTTPS, Secure Shell (SSH) E-mail Security:

Pretty Good Privacy, S/MIME, domain keys identified mail.

Text [1]: chapter 17.1, 17.2, 17.3, 17.4, 17.5, 19.1, 19.2, 19.3

8

II

IP Security: IP Security Overview, IP Security Policy, Encapsulation

Security, Payload (ESP), combining security Associations, Internet Key

Exchange. Text [1]: chapter 20.1, 20.2, 20.3, 20.4, 20.5

8

III

Digital Watermarking: Information Hiding, History of Watermarking,

Notation, Communications, Components of Communications Systems, Classes

of Transmission Channels, Secure Transmission, Communication-Based

Models of Watermarking, Basic Model, Watermarking as Communications

with Side Information at the Transmitter, Watermarking as Multiplexed

Communications, Geometric Models of Watermarking, Distributions and

Regions in Media Space, Marking Spaces, Modeling Watermark Detection by

Correlation, Linear Correlation, Normalized Correlation, Correlation

Coefficient, Summary. Text [2]: chapter 1.1, 1.2, 3.1, 3.2, 3.3, 3.4, 3.5

8

IV

Steganography and its applications: Steganographic Communication,

History of Steganography, Importance of Digital Watermarking. Importance of

Steganography The Channel, The Building Blocks, Notation and Terminology,

Information-Theoretic Foundations of Steganography.

Text [2]: chapter 1.3, 1.4, 1.5, 12.1, 12.2, 12.3

8

V

Steganalysis : Steganalysis Scenarios, Detection, Forensic Steganalysis, The

Influence of the Cover Work on Steganalysis, Some Significant Steganalysis

Algorithms, LSB Embedding and the Histogram Attack, Sample Pairs

Analysis, Blind Steganalysis of JPEG Images Using Calibration, Blind

Steganalysis in the Spatial Domain.

Text [2]: chapter 13.1, 13.2

8





Text Books:

Sl. No.


Year of Edition

1 Cryptography and

Network Security

Principles and Practice

William Stallings Pearson

Education Inc.

6th

Edition 2014

2 Digital

Watermarking and

Steganography

Ingemar J. Cox,

Matthew L. Miller,

Jeffrey A. Bloom,

Jessica Fridrich, and

Ton Kalker

Morgan

Kaufmann

Publishers

2nd

Edition 2008

Reference Book:

Sl. No.


Year of Edition

1

Network Security:

Private

communication in a

Public World

Kaufman, Radia

Perlman, Mike

Speciner Charlie

Pearson

Education Asia

Second

Edition 2002

2

Cryptography and

Network Security

Atul Kahate Tata

McGrawHill. 2003

3

Information Systems

Security: Security

Management, Metrics,

Frameworks and Best

Practices

Nina Godbole, Wiley

Publications.

2nd

Edition

https://www.amazon.in/s/ref=dp_byline_sr_book_1?ie=UTF8&field-author=Nina+Godbole&search-alias=stripbooks





Subject Name: Wavelet Transform


Course Objectives:

Course Outcomes


1 To understand the basic concepts of wavelet functions and wavelet transforms.

2 To construct various ortho normal MRA wavelets.

3

To understand MRA Ortho-normal wavelets and their relationships to filter banks

and Bi-orthogonal Wavelets

4 To understand the applications of wavelet transforms

Course outcome

Descriptions

CO1

Describe Continuous Wavelet Transform (CWT) and Discrete Wavelet Transform

(DWT).

CO2 Explain the properties and application of wavelet transform.

CO3 Classify various wavelet transform and explain importance of it.

CO4

Develop and realize computationally efficient wavelet based algorithms for signal

and image processing






I

Introduction:

Origin of wavelets and its history, Different communities of wavelet,

Classification: continuous and discrete wavelet transforms, Developments in

wavelet theory applications.

8

II

Continuous Wavelet Transform:

Introduction, Continuous time wavelets, Definition of CWT, Constant Q

factor filtering interpretation and Time Frequency Resolution, CWT as an

operator, Inverse CWT.

8

III

Introduction to the Discrete Wavelet Transform and orthogonal

Wavelet decomposition:

Approximations of vectors in nested linear vector subspaces, Multi-

resolution Analysis of L2 (R), Haar Scaling function, Haar wavelet, Haar

wavelet decomposition, Haar wavelet packets and application.

8

IV

MRA Ortho-normal wavelets and their relationships to filter banks and

Bi-orthogonal Wavelets:

Construction of an ortho-normal MRA, Wavelet basis for the MRA, Digital

filtering interpretation, Examples of orthogonal basis generating wavelets,

Interpreting ortho-normal MRA for discrete time signals, Generating scaling

functions and wavelets from filter coefficients, Bi-orthogonal Wavelet bases,

Filtering relationship for Bi-orthogonal filters, Bi-orthogonal scaling

functions and wavelets, Two dimensional wavelets, Non separable Multi-

dimensional wavelets, Wavelet Packets.

7

V

Wavelength Transform and applications:

Transform coding, DTWT for image compression, audio compression,

Wavelet based audio coding, video coding and multi resolution Techniques,

Wavelet de-noising, Speckle removal, Edge detection and object isolation,

Image fusion, Object detection, discrete wavelet multi-tone modulation.

8



Text Books:

Sl. No.


Year of Edition

1

Wavelet Transforms –

Introduction and

applications

Raguveer M.Rao and

Ajit S.Bopardikar

Pearson

Education, 2008

Reference Books:

Sl. No.


Year of Edition

1 A Wavelet Tour of

Signal Processing S. Mallat

Academic

Press

2nd

edition 1999

2 Wavelets and Sub

band Coding

M. Vetterli and J.

Kovacevic Prentice Hall 1995

3

Fundamentals of

Wavelets: Theory,

Algorithms, and

Applications

J.C. Goswami and A.K.

Chand Wiley 2nd ed. 2011.

4 Wavelets and their

Applications

Michel Misiti, Yves

Misiti, Georges

Oppenheim, Jean Michel

Poggi

John Wiley

& Sons, 2010





Subject Name: DSP Architecture


Course Objectives: The students will be able to

Course Outcomes


1 Describe the architectural features of DSP processor.

2 Analyse various addressing modes of TMS320C54xx DSP processor

3 Compare the architectural features of different fixed point DSPs.

4 Interface Memory and Parallel I/O Peripherals and CODEC to Programmable DSP

Device

Course outcome

Descriptions

CO1 Explain basic requirements and features of programmable DSP devices.

CO2 Describe the importance of McBSP, CODEC interfaces.

CO3 Analyse and develop simple programs to implement different DSP algorithms.

CO4 Design interfaces for digital signal processors with memory and I/O peripherals.






I

INTRODUCTION TO DIGITAL SIGNAL PROCESSING: Introduction,

A Digital Signal-Processing System, Linear Discrete Fourier Transform and

Fast Fourier Transform Time-Invariant Systems, Decimation and

Interpolation.

8

II

ARCHITECTURES FOR PROGRAMMABLE DIGITAL SIGNAL-

PROCESSING DEVICES: Introduction, Basic Architectural Features, DSP

Computational Building Blocks, Bus Architecture and Memory, Data

Addressing Capabilities, Address Generation Unit, Programmability an

Program Execution, Features for External Interfacing .

8

III

PROGRAMMABLE DIGITAL SIGNAL PROCESSORS: Introduction,

Commercial Digital Signal-processing Devices, Data Addressing Modes of

TMS320C54xx, Memory Space of TMS320C54xx Processors, Program

Control, TMS320C54xx Instructions and Programming, On-Chip

peripherals, Interrupts of TMS320C54xx Processors, Pipeline Operation of

TMS320C54xx Processors.

8

IV

IMPLEMENTATIONS OF BASIC DSP ALGORITHMS AND FFT

ALGORITHMS: The Q-notation, FIR Filters, IIR Filters, Adaptive filters,

An FFT Algorithm for 8 point DFT Computation, A Butterfly Computation,

Overflow and Scaling, Bit-Reversed Index Generation, FFT Implementation

on the TMS320C54xx, Computation of the Signal Spectrum .

7

V

INTERFACING MEMORY AND PARALLEL I/O PERIPHERALS TO

PROGRAMMABLE DSP DEVICES: Introduction, Memory Space

Organization, External Bus Interfacing Signals, Memory Interface, Parallel

I/O Interface, Programmed I/O

Interfacing Serial Converters to a Programmable DSP Device:

Introduction, Synchronous Serial Interface, A multi-channel Buffered Serial

Port (McBSP), A CODEC Interface Circuit.

8



Text Book:

Sl. No.


Year of Edition

1 Digital Signal

Processing

Avatar Singh and S

Srinivasan

Thomson

Learning 2004.

Reference Books:

Sl. No.


Year of Edition

1

Digital Signal

Processors

B Venkataramani

and M Bhaskar TMH

2nd

edition 2011

2

Digital Signal

Processing – A

Practical approach

E.C.Ifeachor and

B.W.Jervis Pearson Education

Second

edition 2002.





Subject Name: Data Communication Networks Lab

Subject Code: TC7L01 L-T-P-S-C: 0-0-3-0-1.5

Course Objectives:

Course Outcomes


1 Expose students to basic principles of computer networking.

2

To provide an Overview to the main technologies and models used in

computer networks.

3

Give students the knowledge of internetworking principles and how the

Internet protocols, routing, and applications operate and allow them to

practice in this field forming foundation for more advanced courses in

networking

Course outcome

Descriptions

CO1 Understand principles and protocols of computer networking layers(L3)

CO2 Acquire knowledge of techniques: framing, routing, security (L3)

CO3 Design algorithms for chained layers (L4)

CO4 Communication on real time networks. (L3)



SL. NO.

LIST OF EXPERIMENTS

1. Write a C program to simulate Bit-stuffing in HDLC.

2. Write a C program to simulate Bit De-stuffing in HDLC.

3. Write a C program for Encryption of a given message using Substitution

method.

4. Write a C program for Decryption of a given message using Substitution

method.

5. Write a C program for Encryption of a given message using Transposition

method.

6. Write a C program for Decryption of a given message using Transposition

method.

7. Write a C program to simulate Shortest Path Algorithm for the given graph.

8. Write a C program to compute polynomial code Checksum for CRC-CCITT :

i) Without error ii) With error

9. Implement the following operations using DOS interrupts

i) Create and delete a directory ii) Create and delete a file.

10. Using RS 232 cable carry Asynchronous communication between two systems

11. Using NS2 carry out communication between two nodes.



Syllabus for the Academic Year 2020-21


Subject Name: Communication Lab - II

Subject Code: TC7L02 L-T-P-S-C: 0-0-3-0-1.5

Course Objectives:

Course Outcomes: At the end of this course, students will be able to


1

To conduct experiments on optical fiber communication kit, antennas,

coupler, phase shifter, resonator and digital modulation techniques.

Course outcome

Descriptions

CO1 Measure the various optical fiber communication losses.

CO2 Analyze various concepts related to microwave bench.

CO3 Understand various concepts related to micro strip components.

CO4 Demonstrate digital modulation techniques.



Sl. No.

LIST OF EXPERIMENTS

1. Conduct an experiment on optical fiber kit to set up the following:

i) Analog Link ii) Digital Link

2. Conduct an experiment on optical fiber kit to measure the following:

i) Numerical aperture ii) Acceptance angle iii) Attenuation iv) Bending loss

3.

Conduct an experiment on Horn Antenna to plot the Radiation Pattern and to determine

the following: i) Half Power Beam Width (HPBW) ii) Directivity iii) Gain

iv) Efficiency

4. Conduct an experiment using slotted line carriage to measure unknown impedance of

given Load using smith chart.

5. Conduct an experiment on Phase shifter to determine the amount of Phase shift for the

given load.

6. Conduct an experiment to plot radiation pattern of Micro strip antennas:

i) Yagi antenna ii) Patch antenna.

7. Conduct an experiment to measure power division of Micro strip Directional couplers

and power dividers.

8. Conduct an experiment to measure resonance of Micro strip ring Resonator and plot

resonance graph.

9. Conduct an experiment to demonstrate modulation and demodulation of TDM.

10. Conduct an experiment to demonstrate modulation and demodulation of DPSK.

11. Conduct an experiment to demonstrate modulation and demodulation of BPSK.

12. Conduct an experiment to demonstrate modulation and demodulation of QAM



Department Of Telecommunication Engineering.

VIII SEMESTER SCHEME

Sl.

No.

Sub. Code Name of Subject LH T PR S C

1 TC8T01 MOBILE COMMUNICATION 4 0 0 0 4

2 TC8T02 SATELLITE COMMUNICATION 4 0 0 0 4

3 TC8PE31X ELECTIVE-D 3 0 0 0 3

4 TC8PE41X ELECTIVE-E 3 0 0 0 3

5 TC8PW02 PROJECT WORK PHASE-II 2 4 12 0 10

6 TC8TS01 TECHNICAL SEMINAR 0 0 0 1 1

Total 16 04 12 01 25

LH=Lecture Hour T = Tutorial Hour

XX = CV/ ME/ EE/ EC/ CS-Board PR= Practical Hour

PE= Professional Elective S=Self-study Hour y = 1/2/3

C= Credit L = Laboratory PW = Project Work TS=Technical Seminar

Professional Elective –IV Credits 3-0-0-0-3 Sub. Code Name of the Subject

TC8PE311 IoT AND WIRELESS SENSOR NETWORKS

TC8PE312 MULTIRATE SYSTEMS AND FILTER BANKS

TC8PE313 BIOMEDICAL SIGNAL PROCESSING

Professional Elective –V Credits 3-0-0-0-3

Sub. Code Name of the Subject

TC8PE411 PATTERN RECOGNITION

TC8PE412 MEMS

TC8PE413 ARTIFICIAL INTELLIGENCE





Subject Name: Mobile Communication


Course Objectives:

Course Outcomes


1 Understand the developments in mobile communication field..

2

Understanding Principles of Cellular system and call establishment,

Mobility management.

3

Understanding the CDMA concepts and its operations, numbering

scheme, new and emerging air-interface technologies.

Course outcome

Descriptions

CO1

Understand evolution and development of different generations of wireless

Telecommunication systems and CDMA ( L1)

CO2

Acquire knowledge of cellular and CDMA components, system

architecture, channels and resource management techniques (L2)

CO3

Acquire knowledge of techniques : cellular and CDMA channel concepts

for call establishment ,mobility management and handoff .(L4)

CO4 Acquire knowledge of Cellular and CDMA emerging technologies.( L3)




I

Introduction to wireless telecommunication systems and Networks:

History and Evolution Different generations of wireless cellular networks 1G,

2G, 3G and 4G networks.

Chapter 1:1.1 to 1.6, Chapter 2: 2.1 to 2.6

10Hrs

II

Common Cellular System components: Common cellular networks

components, Hardware and software, views of cellular networks, 3G cellular

systems components and Cellular component identification Call establishment.

Chapter 3: 3.1 to 3.5

10Hrs

III

Wireless network architecture and operations: Cellular concept Cell

fundamentals, Capacity expansion techniques, Cellular backbone networks,

Mobility management, Radio resources and power management Wireless

network security.


10Hrs

IV

CDMA technology: CDMA overview, CDMA channels concepts, CDMA

operations.


10Hrs

V

Wireless Modulation techniques and Hardware: Characteristics of air

interface, Path loss models, wireless coding techniques, Digital modulation

techniques, OFDM, UWB radio techniques, Diversity techniques, New and

emerging air interface technologies-Cognitive radio technology, multiple input

and multiple output wireless, Ultra-wideband wireless technology, free space

optics, wireless semiconductor technology, wireless sensor networks.

Chapter 8: 8.1 to 8.7, Chapter 13:13.1 to 13.2,13.3

12Hrs





Text Book:

Sl. No.


Volume / Issue

Year of Edition

1

Introduction to Wireless

Telecommunications Systems

and networks

Mullet Thomson

Learning

2010.

Reference Book:

Sl. No.


Volume / Issue

Year of Edition

1

Mobile Cellular

Telecommunication Lee W.C.Y MGH 2002.

2 Wireless

communication D P Agrawal Thomson learning

2nd

Edition 2007

3

Fundamentals of

Wireless

Communication

David Tse,

Pramod

Viswanath,

Cambridge 2005.





Subject Name: Satellite Communication


Course Objectives:

Course Outcomes


1 Understand orbital mechanics and orbital elements.

2 Discuss various satellite subsytems and study of launch vehicles.

3 Understand the satellite access schemes.

4 Discuss the concepts of GPS.

Course

outcome

Descriptions

CO1

Understand the concept of VSAT systems and GPS working principles.

[L2]

CO2

Determine the system noise temperature, look angles for practical

applications. (L3)

CO3

Analyze the orbital mechanics, different types of satellite subsystems, and

multiple access technologies. (L4)

CO4 Design the satellite link budget. (L5)




I

Orbital Mechanics and Launchers - Orbital mechanics, Look angle

Determination, Orbital perturbations, Orbit determination, Launches and

Launch Vehicles, Orbital effects in communications Systems performance.

(Text1: chapter2 – 2.1, 2.2, 2.3, 2.4, 2.5, 2.6)

10

II

Satellites- Satellite subsystems, Attitude and orbit control systems (AOCS),

Telemetry, Tracking, Command and Monitoring, Power systems,

Communications subsystems and Satellite antennas.

(chapter3 – 3.1, 3.2, 3.3, 3.4, 3.5, 3.6)

10

III

Satellite Link Design- Introduction, Basic Transmission Theory, System

Noise Temperature and G/T Ratio, Design of Downlinks, Satellite Systems

using Small Earth Stations, Uplink Design, Design for Specified C/N.

(chapter4 – 4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7)

10

IV

Multiple Access&VSAT systems- Introduction, Code Division Multiple

Access, FDMA, TDMA, Error Control for Digital Satellite Links:

Implementation of Error Detection on satellite Links. VSAT System:

Introduction, Overview of VSAT systems.

(chapter6 – 6.1, 6.2, 6.3, 6.8 and chapter9 – 9.1, 9.2)

10

V

Satellite Navigation and the Global Positioning System - Introduction,

Radio and Satellite Navigation, GPS position Location Principles, GPS

receivers and Codes, Satellite Signal Acquisition, GPS Navigation Message,

GPS Signal Levels, Time Accuracy, GPS Receiver Operation, GPS C/A code

accuracy.

(chapter12 – 12.1 – 12.11)

10





Text Book:

Sl.

No. Text Book title Author Publisher

Volume

/ Issue

Year of

Edition

1 Satellite

Communications

Timothy Pratt, Charles

Bostian, Jeremy Allnutt

John Wiley &

Sons

Second

edition

-

Reference Book:

Sl. No.


Year of Edition

1 Satellite Communications Dennis Roody McGraw Hill





Subject Name: IoT and Wireless Sensor Networks


Course Objectives:

Course Outcomes:


1

The course has been introduced to make the student be aware about the

concepts of Internet of things.

2 To be aware of the basics of wireless sensor networks.

3

To enable them to have a brief idea about how to grow with the

advancing technologies

4

The course also aims at inculcating the ideas and concepts of Sensor

networks which may be considered as the basic building blocks of any

IoT system.

Course outcome

Descriptions

CO1 Describe the OSI Model for the IoT/M2M Systems.

CO2 Understand the architecture and design principles for IoT.

CO3 Learn the programming for IoT Applications.

CO4 Identify the communication protocols which best suits the WSNs.




I

Overview of Internet of Things: IoT Conceptual Framework, IoT

Architectural View, Technology Behind IoT, Sources of IoT,M2M

communication, Examples of IoT. Modified OSI Model for the IoT/M2M

Systems, data enrichment, data consolidation and device management at

IoT/M2M Gateway, web communication protocols used by connected

IoT/M2M devices, Message communication protocols (CoAP-SMS, CoAP-

MQ, MQTT,XMPP) for IoT/M2M devices.

8 Hours

II

Architecture and Design Principles for IoT: Internet connectivity, Internet-

based, communication,IPv4, IPv6,6LoWPAN protocol, IP Addressing in the

IoT, Application layer protocols: HTTP, HTTPS,FTP,TELNET and ports.

Data Collection, Storage and Computing using a Cloud Platform:

Introduction, Cloud computing paradigm for data collection, storage and

computing, Cloud service models, IoT Cloud- based data collection, storage

and computing services using Nimbits.

8

Hours

III

Prototyping and Designing Software for IoT Applications: Introduction,

Prototyping Embedded device software, Programming Embedded Device

Arduino Platform using IDE, Reading data from sensors and devices, Devices,

Gateways, Internet and Web/Cloud services software development.

Programming MQTT clients and MQTT server. Introduction to IoT privacy

and security. Vulnerabilities, security requirements and threat analysis, IoT

Security Tomography and layered attacker model.

8

Hours

IV

Overview of Wireless Sensor Networks:

Challenges for Wireless Sensor Networks, Enabling Technologies for Wireless

Sensor Networks. Architectures: Single-Node Architecture - Hardware

Components, Energy Consumption of Sensor Nodes, Operating Systems and

Execution Environments, Network Architecture-Sensor Network Scenarios,

Optimization Goals and Figures of Merit, Design principles for WSNs, Service

interfaces of WSNs Gateway Concepts.

8 Hours



V

Communication Protocols:

Physical Layer and Transceiver Design Considerations, MAC Protocols for

Wireless Sensor Networks, Low Duty Cycle Protocols And Wakeup Concepts

- S-MAC, The Mediation Device Protocol, Wakeup Radio Concepts,

Contention based protocols(CSMA,PAMAS), Schedule based protocols

(LEACH, SMACS, TRAMA) Address and Name Management in WSNs,

Assignment of MAC Addresses, Routing Protocols- Energy-Efficient Routing,

Geographic Routing, Hierarchical networks by clustering.

7

Hours



Text Books:

Sl. No.


Volume / Issue

Year of Edition

1

Internet of Things-

Architecture and design

principles

Raj Kamal McGraw Hill

Education

1st

Edition

2

Protocols And Architectures

for Wireless Sensor

Networks

Holger Karl &

Andreas Willig John Wiley 2005

3

Wireless Sensor Networks-

An Information Processing

Approach

Feng Zhao &

Leonidas J.

Guibas

Elsevier 2007

Reference Books:

Sl. No.


Volume / Issue

Year of Edition

1

Wireless Sensor Networks-

Technology, Protocols,

And Applications

Kazem

Sohraby,

Daniel Minoli,

& Taieb Znati

John Wiley 2007

2 Wireless Sensor Network

Designs

Anna Hac John Wiley 2003





Subject Name: Multirate Systems and Filter Banks


Course Objectives:

Course Outcomes: At the end of the course the student will be to:


1 To enable the students to understand the fundamentals of multirate systems.

2 To enable the students to understand the maximally decimated filter banks.

3

To enable the students to understand the para-unitary perfect reconstruction filter

banks.

4

To enable the students to understand the linear phase perfect reconstruction QMF

banks and cosine modulated filter banks.

Course outcome

Descriptions

CO1 Understand the concept of Decimation , Interpolation and their applications

CO2 Analyze various filter banks

CO3 Design Various filter banks

CO4 Discuss the applications of filter banks






I

Fundamentals of Multi-rate Systems: Basic multi-rate operations,

interconnection of building blocks, poly-phase representation, , applications

of multi-rate systems,.

Chapter 4-4.1.1,4.1.2,4.2,4.3,4.3.1,4.5.1,4.5.2,4.5.4

8 HRS

II

Maximally decimated filter banks: Errors created in the QMF bank, alias-

free QMF system, power symmetric QMF banks, M-channel filter banks,

poly-phase representation, perfect reconstruction systems, trans-multiplexers.

Chapter 5-5.1.1,5.1.2,5.2,5.2.1,5.3,5.3.1,5.4,5.4.1,5.4.2,5.6,5.6.3,5.9

9 HRS

III

Para-unitary Perfect Reconstruction Filter Banks: Lossless transfer

matrices, filter bank properties induced by paraunitariness, two channel Para-

unitary lattices, transform coding.

Chapter 6 - 6.0,6.1.1,6.1.2,6.2,6.2.1,6.2.2,6.3,6.3.1,6.5

8 HRS

IV

Linear Phase Perfect Reconstruction QMF Banks: Necessary conditions,

lattice structures for linear phase FIR PR QMF banks, formal synthesis of

linear phase FIR PR QMF lattice.

Chapter 7-7.1,7.2,7.3

6 HRS

V

Cosine Modulated Filter Banks: Pseudo-QMF bank and its design,

efficient poly-phase structures, properties of cosine matrices, cosine

modulated perfect reconstruction systems.

Chapter 8-8.0,8.1,8.1.1,8.1.2,8.3,8.4,8.5,8.5.5

8 HRS



Text Books:

Sl. No.


Volume / Issue

Year of Edition

1 Multirate Systems

and Filter Banks P.P. Vaidyanathan

Pearson

Education

(Asia) Pvt. Ltd,

2004.

Reference Book:

Sl. No.


Volume / Issue

Year of Edition

1

Wavelets and Filter

Banks

Gilbert Strang and

Truong Nguyen,

Wellesley-

Cambridge

Press

1996

2 Multirate Digital

Signal Processing N. J. Fliege,

John Wiley &

Sons, USA,

2000.





Subject Name: Biomedical Signal Processing


Course Objectives:

Course Outcomes


1 Understand the basic signals in the field of biomedical.

2

Study origins and characteristics of some of the most commonly used biomedical

signals, including ECG.

3 Understand Sources and characteristics of noise and artifacts in bio signals.

4

Understand use of bio signals in diagnosis, patient monitoring and physiological

investigation.

Course outcome

Descriptions

CO1 Understand various methods of acquiring and processing bio signals.

CO2 Model a biomedical system.

CO3 Understand various sources of bio signal distortions and its remedial techniques.

CO4 Analyze ECG and EEG signal with characteristic feature points.






I

INTRODUCTION TO BIOMEDICAL SIGNALS: The nature of

biomedical signals, examples of biomedical signals, objectives and

difficulties in biomedical signal analysis. (Chapter 1)

ECLECTROCARDIOGRAPHY: Basic electrocardiography, ECG leads

systems, ECG signal characteristics. (Chapter 2: 2.1-2.3)

8 HRS

II

BASICS OF DIGITAL FILTERING: Digital filters, the z transform,

Elements of a digital filter, Types of digital filters, Transfer function of a

difference equation, the z-plane pole-zero plot, the rubber membrane

concept. (Chapter 4: 4.1-4.7)

ADAPTIVE FILTERS: Principal noise canceller model, 60-Hz adaptive

canceling using a sine wave model, other applications of adaptive filtering.

(Chapter 8: 8.1- 8.3)

8 HRS

III

SIGNAL AVERAGING: Basics of signal averaging, Signal averaging as a

digital filter, a typical average, Software for signal averaging, Limitations of

signal averaging. (Chapter 9: 9.1-9.5)

8 HRS

IV

DATA REDUCTION TECHNIQUES: Turning point algorithm, AZTEC

algorithm, Fan algorithm, Huffman coding. (Chapter 10: 10.1-10.4) 7 HRS

V

ECG QRS DETECTION AND ANALYSIS SYSTEMS: Power spectrum

of the ECG, Band pass filtering techniques, Differentiation techniques,

Template matching techniques, A QRS detection algorithm, ECG

interpretation , ST-segment analyzer, Portable arrhythmia monitor. (Chapter

12: 12.1-12.5, Chapter 13: 13.1-13.3)

8 HRS



Text Book:

Sl. No.


Volume / Issue

Year of Edition

1 Biomedical Signal

Processing Willis J. Tompkins

Prentice-Hall

of India,

2001.

Reference Book:

Sl. No.


Volume / Issue

Year of Edition

1 Biomedical Signal

Analysis

Rangaraj M.

Rangayyan

John Wiley

and sons, Inc.

2002





Subject Name: Pattern Recognition


Course Objectives:

Course Outcomes


1 Understand the fundamentals of pattern recognition techniques

2 Learn and understand statistical and non-parametric models of pattern recognition

3 Understand pattern recognition theories such as Bayes classifier, linear discriminant

analysis

4 Understand the principles of clustering approaches to pattern recognition

Course outcome

Descriptions

CO1

Describe the fundamental concepts in pattern recognition (Bayesian decision

theory, maximum likelihood estimation and Bayesian estimation).

CO2

Calculate and explain the probability theory of events, random variables, joint

distribution and density function.

CO3

Solve and explain the statistical decision, non-parametric decision making and

clustering problems.

CO4 Compare and analyze different decision boundaries, clustering methods etc.





Text Books:

Sl. No.


Volume / Issue

Year of Edition

1 Pattern Recognition

and Image Analysis

Earl Gose, Richard

Johnsonbaugh and Steve

Jost

Prentice-Hall

of India

2003.

Reference Book:

Sl. No.


Volume / Issue

Year of Edition

1 Pattern Recognition-

Statistical, Structural and

Neural applications

Robert J Schalkott John Willey

Publications

2 Pattern classification Richard O Duda,

Peter E. Herd and

David & Stork

John Wiley

and sons, Inc.

2nd Ed. 2001


I

INTRODUCTION TO PATTERN RECOGNITION: Applications of

pattern recognition, statistical decision theory, image processing and

analysis. ( Text1: 1.1 - 1.3)

7 HRS

II

PROBABILITY: Introduction, probability of events, random variables,

joint distributions and densities, moments of random variables, estimation of

parameters from samples, minimum risk estimators, problems.

( Text1: 2.1 - 2.5)

8 HRS

III

STATISTICAL DECISION MAKING: Introduction, Bayes' theorem,

multiple features, conditionally independent features, decision boundaries,

unequal costs of error, estimation of error rates, problems. (Text1: 3.1- 3.7)

8 HRS

IV

NONPARAMETRIC DECISION MAKING: Introduction, histograms,

kernel and window estimators, nearest neighbor classification techniques,

adaptive decision boundaries, adaptive discriminant functions, minimum

squared error discriminant functions, problems. (Text1: 4.1 – 4.6)

8 HRS

V

CLUSTERING: Introduction, hierarchical clustering, partitional clustering,

problems. ( Text1: 5.1 – 5.3) 8 HRS




Department: Telecommunication Engineering `Semester: 8th

Subject Name: MEMS


Course Objectives:

Course Outcomes:


1 To understand need of microcontrollers in embedded system.

2 To study the essential material properties

3 To study various sensing and transduction technique

4 To know various fabrication and machining process of MEMS

Course outcome

Description

CO1 Annotate to the field of micro/Nano systems

CO2 State the knowledge of basic approaches for micro/Nano system design

CO3 Compose state-of-the-art lithography techniques for micro/Nano systems

CO4

Evaluate new materials, science and technology for micro/Nano system

applications




I

INTRODUCTION TO MEMS TECHNOLOGY: Introduction to MEMS

and motivation, Basic definitions.

SCALING IN MICRODOMAIN: How small is different- some natural

examples, Scaling laws in electrostatic, electromagnetic, rigidity of structures,

heating & cooling, Fluid viscosity and fluid interfaces, etc. Scaling in overall

system performance considering multiple physical domains.

MEMS MATERIALS: Mechanical and other properties of materials used in

MEMS

8

Hours

II

MICROFABRICATION / MICROMACHINING: Overview of micro

fabrication, Review of microelectronics fabrication processes like

photolithography, deposition, doping, etching, structural and sacrificial

materials, other lithography methods,. MEMS fabrication methods like

surface, bulk, LIGA and wafer bonding methods.

7

Hours

III

TRANSDUCTION PRINCIPLES: Transduction principles in micro domain

MEMS MODELING: Basic modeling elements in electrical, mechanical,

thermal and fluid systems, analogy between 2nd order mechanical and

electrical systems. Modeling elastic, electrostatic, electromagnetic systems.

8

Hours

IV

RADIO FREQUENCY (RF) MEMS: Introduction, Review of RF-based

communication systems, RF –MEMS like MEMS inductors, varactors, tuners,

filters, resonators, phase shifters, switches

OPTICAL MEMS: Preview, passive optical components like lenses and

mirrors, actuators for active optical MEMS.

8

Hours

V

CASE STUDIES: Case studies of microsystems including microcantilever

based sensors and actuators with appropriate selection of material properties:

thermal; mechanical properties. Static and dynamic mechanical response with

different force mechanisms: electrostatic, electromagnetic, thermal etc.

NANOTECHNOLOGY AND MEMS: Relation between micro and

nanotechnologies. Need and issues in handling nano products with the help of

8

Hours



MEMS



Text Books:

Sl. No.


Year of Edition

1

MEMS and

Microsystems Design

and Manufacture

Tai, Ran Hsu TMH 2002

2 Foundations of MEMS Chang Liu Pearson International

Edition 2006

Reference Book:

Sl. No.


Year of Edition

1 Modeling MEMS and

NEMS

John A. Pelesko,

David

H.Bernstein

Chapman &

Hall/CRC

2 Fundamentals of Micro

fabrication Madou CRC Press 1997





Subject Name: Artificial Intelligence


Course Objectives: This course will enable students to

Course Outcomes


1 To create appreciation and understanding of both the achievements of AI and the

theory underlying those achievements.

2 To impart basic proficiency in representing real life problems in a state space

representation so as to solve them using different AI techniques.

3 To create an understanding of the basic issues of knowledge representation and

heuristic search techniques.

Course outcome

Descriptions

CO1 Demonstrate the knowledge of building blocks of AI.

CO2

Analyze and formalize the problem as a state space tree, design heuristics and

solve using different search techniques.

CO3 Analyze and demonstrate knowledge representation using various techniques.

CO4

Develop AI solutions for a given problem.




I

Introduction

What is Artificial Intelligence?, AI Problems, The underlying Assumption,

What is an AI Technique, Level of the Model, Criteria for Success, Some

General References, One Final Word.

Problems, problem spaces, and search

Defining the problem as a State Space Search, Production Systems, Problem

Characteristics, Production System Characteristics, Issues in the Design of

search programs, Additional Problems.

8 HRS

II

Heuristic Search Techniques

Generate-and-Test, Hill Climbing, Best-First Search, Problem Reduction,

Constraint satisfaction, Means-Ends Analysis Knowledge representation

Issues, Representation and Mappings, Approaches to knowledge

Representation, Issues in knowledge Representation, The frame Problem.

8 HRS

III

Using Predicate Logic

Representing the simple facts in logic, Representing Instance and ISa

Relationships Compute the functions and predicates, Resolution, Natural

Deduction

8 HRS

IV

Symbolic Reasoning under Uncertainty

Introduction to Non-monotonic Reasoning, Logic for Non-monotonic

Reasoning Implementation Issues, Augmenting a problem solver,

Implementation: Depth-First Search, Implementation: Breadth-First Search

8 HRS

V

Strong slot-and-Filter Structures

Conceptual Dependency, Scripts, CYC Expert Systems Representation and

Using Domain Knowledge, Expert Systems shells, Explanation, Knowledge

Acquisition.

7 HRS





Text Book:

Sl. No.


Volume / Issue

Year of Edition

1 Artificial

Intelligence

Elaine Rich, Kevin

Knight, Shivashankar B

Nair

Tata McGraw

Hill,

3rd Edition 1991.

VII SEMESTER SCHEME - SSIT

Documents

Transcript of VII SEMESTER SCHEME - SSIT