DEPARTMENT OF TELECOMMUNICATION ENGINEERING VII … and 8th sem syllabus 2019-20.pdf · Network layer: Delivery, forwarding, Routing-Hierarchical routing, Unicast Routing-Distance

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. No. 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 09 0 25

LH=Lecture Hour T = Tutorial Hour XX = CV/ ME/ EE/ EC/ CS/ PR= Practical Hour

OE= Open Elective S=Self-study Hour Q = 1/2/3/ numerals 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


TC7PE511 NETWORK SECURITY AND COVERT COMMUNICATION

TC7PE512 WAVELET TRANSFORM

TC7PE513 DSP ARCHITECTURE



Syllabus for the Academic Year – 2019 - 2020

Department: TC Semester: VII

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 response,

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 analyze 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

II

Mobile Radio Propagation and Small Scale Fading:

Introduction to Radio Wave Propagation, Free Space

Propagation 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

III

Equalization and Speech coding: Introduction, Fundamentals

of Equalization, Training a generic adaptive equalizer,

Equalizers in a communication receiver, linear equalizers, non

linear equalizers, algorithms for adaptive equalizers.

Speech coding: Introduction, characteristics 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

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



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

Question paper Pattern:

Each unit consists of two questions with a choice

Text Books:

Sl.

No. Text Book title Author

Volume and 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 Books:

Sl.


Volume and

Year of Edition

1 GSM– Architecture,

Protocols and Services

Jorg Eberspacher,

Hans-Jorg Vogel,

Christian Bettstetter,

Christian Hartmann

Wiley,3rd

Edition,

2009,ISBN-978-

0-470-03070-7

2

Introduction To Wireless

Telecommunications

Systems and Networks

Gary J Mullet Cengage

Learning.



Syllabus for the Academic Year 2019 - 2020


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


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

12

II

Attenuation and Dispersion

Attenuation: absorption, scattering losses, bending losses, core

and cladding losses, signal dispersion in fibers

Text1: 3.1, 3.2

10

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

10

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

10





Text Books:

Sl.


Volume and Year of

Edition

1 Optical Fiber Communications Gerd Keiser McGraw Hill Education,

5th edition, 2013

Reference Books:

Sl.


Volume and 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

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

10





Subject Name: Data Communication Networks


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


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

Layered tasks, OSI Model, Layers in OSI model, TCP, IP 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

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

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

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

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





Text Book:

Sl.


Volume and Year of

Edition

1

Data communications and

Networking

Behrouz .A.

Forouzan

Tata McGraw-Hill 4th

Ed, 2010

Reference Books:

Sl.


Volume and

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


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 dis-assembler, 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) .

7

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)

9

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)

7

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)

8

V

Embedded System Development Environment

The Integrated Development Environment (IDE), Types of Files

Generated on Cross compilation, Disassembler/EL Dompiler,

Simulators, Emulators and Debugging, Target Hardware

8



Debugging, Boundary Scan.

(Chapter 13: 13.1-13.6)



Text Book:

Sl.


Volume and Year

of Edition

1 Introduction to Embedded

Systems Shibu K.V McGraw Hill.2009

Reference Books:

Sl.


Volume and 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

Sl.No. Course Objectives

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


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

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

III

Speech Modeling: Hidden Markov Models: Markov Processes,

HMMs – Evaluation, Optimal State Sequence – Viterbi Search,

Baum-Welch Parameter Re-estimation, and Implementation

issues.

8

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

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





Text Book:

Sl.

No.

Text Book title Author Volume and

Year of Edition

1 Fundamentals of Speech

Recognition

Lawrence Rabiner and

Biing-Hwang Juang

Pearson

Education, 2003

Reference Books:

Sl.

No.


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 –


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


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, Microstrip Transmission

Lines, Special Termination conditions- Sourced and Loaded

Transmission Lines.

8

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 Books:

Sl.

No.


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.


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





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.

Course


CO1 Analyze network security protocols and understand the basic

concepts of covert communication. (L4)

CO2 Analyze the Network security problems. (L4)

CO3 Analyze the 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, and

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.


Volume and Year of

Edition

1

Cryptography and

Network Security


William Stallings

6th Edition, 2014,

Pearson Education

Inc.

2 Digital Watermarking and

Steganography

Ingemar J. Cox,

Matthew L. Miller,

Jeffrey A. Bloom,

Jessica Fridrich,

and Ton Kalker

2nd Edition, 2008,

Morgan Kaufmann

Publishers



Reference Book:

Sl.


Volume and

Year of Edition

1 Network Security: Private

communication in a Public World

Kaufman, Radia

Perlman, Mike

Speciner Charlie

Second Edition,

2002, Pearson

Education Asia

2 Cryptography and Network

Security Atul Kahate

2003, Tata

McGraw Hill.

3

Information Systems Security:

Security Management, Metrics,

Frameworks and Best Practices

Nina Godbole,

2nd Edition,

Wiley

Publications.

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


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.

Text Book title Author Volume and Year of

Edition

1

Wavelet Transforms –

Introduction and

applications

Raguveer M.Rao and

Ajit S. Bopardikar

Pearson Education,

2008

Reference Books:

Sl.

No.

Text Book title Author Volume and 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 2nd ed., Wiley, 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 Analyze 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


CO1 Explain basic requirements and features of programmable DSP

devices.

CO2 Describe the importance of McBSP, CODEC interfaces.

CO3 Analyze 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

8





Text Book:

Sl.


Volume and

Year of Edition

1 Digital Signal Processing,

Avatar Singh and S

Srinivasan,

Thomson

Learning, 2004.

ISBN:

9788131500347

Reference Books:

Sl.

No.


Year of Edition

1 Digital Signal Processors

B Venkataramani and

M Bhaskar

TMH, 2nd edition,

2011 ISBN:

0072393912

2 Digital Signal Processing –

A Practical approach

E.C.Ifeachor and

B.W.Jervis,

Second edition,

Pearson

Education, 2002.

ISBN:0201596199





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


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 2019 - 2020


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

SL. NO. Course Objectives

1

To conduct experiments on optical fiber communication kit,

antennas, coupler, phase shifter, resonator and digital modulation

techniques.

Course


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.


DPSK.


BPSK.


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/ PR= Practical Hour OE= Open Elective S=Self-study Hour

Q = 1/2/3/ numerals C= Credit L = Laboratory PW= Project Work

Professional Elective –IV Credits 3-0-0-0-3


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


TC8PE411 PATTERN RECOGNITION

TC8PE412 MEMS

TC8PE413 ARTIFICIAL INTELLIGENCE




Department: TC Semester: VIII

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


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

10

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

10

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.

Chapter 4: 4.1 to 4.6

10

IV

CDMA technology: CDMA overview, CDMA channels concepts,

CDMA operations.

Chapter 6: 6.1 to 6.4

10

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

12





Text Book:

Sl.


Volume and Year of

Edition

1

Introduction to Wireless

Telecommunications

Systems and networks

Mullet Thomson Learning 2010.

Reference Books:

Sl.


Volume and Year of

Edition

1 Mobile Cellular

Telecommunication Lee W.C.Y MGH, 2002.

2 Wireless communication D P Agrawal 2nd Edition Thomson

learning 2007

3 Fundamentals of

Wireless Communication

David Tse,

PramodViswanath

Cambridge 2005.





Subject Name: Satellite Communication


Course Objectives:

Course Outcomes


1 Understand orbital mechanics and orbital elements.

2 Discuss various satellite sub systems and study of launch vehicles.

3 Understand the satellite access schemes.

4 Discuss the concepts of GPS.

Course


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)

12

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.


Volume and Year of

Edition

1 Satellite

Communications

Timothy Pratt, Charles

Bostian, Jeremy Allnutt

Second edition, John

Wiley & Sons

Reference Book:

Sl.


Volume and 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


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

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

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



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

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





Text Books:

Sl.


Volume and Year of

Edition

1 Internet of Things-Architecture

and design principles Raj Kamal

McGraw Hill

Education, 1st

Edition,

ISBN:9789352605224

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.


Volume and

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


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


CO1 To 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, multistage implementation, applications of

multi-rate systems, special filters and filter banks.

Chapter 4

8

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, alias-free filter banks, tree

structured filter banks, trans-multiplexers.

Chapter 5

8

III

Para-unitary Perfect Reconstruction Filter Banks: Lossless

transfer matrices, filter bank properties induced by para

unitariness, two channel Para-unitary lattices, M-channel FIR

Para-unitary QMF banks, transform coding.

Chapter 6

8

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

8

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

7



Text Book:

Sl.


Volume and

Year of Edition

1 Multirate Systems and

Filter Banks P.P. Vaidyanathan

Pearson

Education (Asia)

Pvt. Ltd, 2004.

Reference Books:

Sl.


Volume and

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.




Department: Telecommunication Engineering Semester: VIII

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


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

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

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

IV

DATA REDUCTION TECHNIQUES: Turning point algorithm,

AZTEC algorithm, Fan algorithm, Huffman coding. (Chapter

10: 10.1-10.4)

7

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





Text Book:

Sl.


Volume and

Year of Edition

1 Biomedical Signal

Processing Willis J. Tompkins

Prentice-Hall of

India, 2001.

Reference Book:

Sl.


Volume and

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


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 Book:

Sl.


Volume and

Year of Edition

1 Pattern Recognition and

Image Analysis

Earl Gose, Richard

Johnsonbaugh and

Steve Jost

Prentice-Hall of

India, 2003.


I

INTRODUCTION TO PATTERN RECOGNITION: Applications

of pattern recognition, statistical decision theory, image

processing and analysis. ( Text1: 1.1 - 1.3)

7

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

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

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

V CLUSTERING: Introduction, hierarchical clustering,

partitional clustering, problems. ( Text1: 5.1 – 5.3) 8



Reference Books:

Sl.


Volume and

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





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

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

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

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



V

CASE STUDIES: Case studies of micro-systems including

micro-cantilever 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 MEMS

8



Text Books:

Sl.


Volume and

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 Books:

Sl.


Volume and

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


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

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

III

Using Predicate Logic

Representing the simple facts in logic, Representing Instance

and ISa Relationships Compute the functions and predicates,

Resolution, Natural Deduction

8

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

V

Strong slot-and-Filter Structures

Conceptual Dependency, Scripts, CYC, Expert Systems

Representation and Using Domain Knowledge, Expert Systems

shells, Explanation, Knowledge Acquisition.

7





Text Book:

Sl.


Volume and Year

of Edition

1 Artificial Intelligence

Elaine Rich, Kevin

Knight, Shivashankar B

Nair

3rd Edition, Tata

McGraw Hill, 1991.

Reference Books:

Sl.


Volume and Year

of Edition

1 Artificial Intelligence- A

modern approach

Stuart Russell and Peter

Novring PE 2nd edition

2

Introduction to

artificial intelligence

and expert systems

Dan W Patterson PHI

Documents

DEPARTMENT OF TELECOMMUNICATION ENGINEERING VII … and 8th sem syllabus 2019-20.pdf · Network layer: Delivery, forwarding, Routing-Hierarchical routing, Unicast Routing-Distance