For all other subjects of the semester you can visit Telecom 8th Sem syllabus & notices. For all other Telecom 8th Sem syllabus for BE 2017 Scheme VTU subjects do refer to Telecom 8th Sem syllabus for BE 2017 Scheme VTU. The detail syllabus for professional elective -5 telecom 8th sem syllabus for vtu be 2017 scheme is as follows.

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For all other subjects of the semester you can visit Telecom 7th Sem syllabus & notices. For all other Telecom 7th Sem syllabus for BE 2017 Scheme VTU subjects do refer to Telecom 7th Sem syllabus for BE 2017 Scheme VTU. The detail syllabus for professional elective-4 telecom 7th sem syllabus for vtu be 2017 scheme is as follows.

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For all other subjects of the semester you can visit Telecom 7th Sem syllabus & notices. For all other Telecom 7th Sem syllabus for BE 2017 Scheme VTU subjects do refer to Telecom 7th Sem syllabus for BE 2017 Scheme VTU. The detail syllabus for professional elective-3 telecom 7th sem syllabus for vtu be 2017 scheme is as follows.

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For all other subjects of the semester you can visit Telecom 6th Sem syllabus & notices. For all other Telecom 6th Sem syllabus for BE 2017 Scheme VTU subjects do refer to Telecom 6th Sem syllabus for BE 2017 Scheme VTU. The detail syllabus for professional elective-2 telecom 6th sem syllabus for vtu be 2017 scheme is as follows.

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For all other subjects of the semester you can visit Telecom 5th Sem syllabus & notices. For all other Telecom 5th Sem syllabus for BE 2017 Scheme VTU subjects do refer to Telecom 5th Sem syllabus for BE 2017 Scheme VTU. The detail syllabus for professional elective-1 telecom 5th sem syllabus for vtu be 2017 scheme is as follows.

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For all other telecom 8th sem syllabus for be 2017 scheme vtu you can visit Telecom 8th Sem syllabus for BE 2017 Scheme VTU Subjects. For all other Professional Elective -5 subjects do refer to Professional Elective -5. The detail syllabus for ad hoc wireless networks is as follows.

Course Objectives:

This course will enable students to:

• Understand need for Ad Hoc Networks.
• Explain the Limitations of Physical Layer that affect the Design and Performance of Ad Hoc Network
• Understand why Protocols required for wired Network may not work for wired Network at MAC, Network and Transport Layer
• Explain the operations and performance of various MAC Layer Protocols, unicast routing protocols and transport layer protocols proposed for Ad Hoc Networks.
• Understand Security issues and QoS requirements.

Module 1
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Module 2

Contd., Contention based Protocols with Reservation Mechanisms, Contention-based MAC Protocols with Scheduling Mechanism (6.6, 6.7.1, 6.7.2 of Text). MAC protocols that use Directional Antennas, Other MAC protocols. (6.8, 6.9 of Text).

Module 3

Routing Protocols for Ad Hoc Wireless Networks: Introduction, Issues in Designing a Routing Protocol for Ad Hoc Wireless Networks, Classification of Routing Protocols, Table Drive Routing Protocol (7.1 to 7.4 of Text). On-demand Routing Protocol, Hybrid Routing Protocol, Power aware Routing Protocols (7.5, 7.6, 7.9 of Text).

Module 4
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Module 5

Security: Security in Wireless Ad Hoc Wireless Networks, Network security requirements, Issues & Challenges in security provisioning, Network security attacks, Key management, Secure routing in Ad Hoc wireless Networks (9.7 to 9.11 of Text).
Quality of Service in Ad Hoc Wireless Networks: Introduction, Issues and Challenges in providing QoS in Ad Hoc wireless (9.12, 10.1, 10.2 of Text).

Course Outcomes:

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

• Understand the characteristics, challenges and design goals of wireless ad hoc networks.
• Apply the knowledge of different protocols for switching of data between nodes.
• Analyze the different protocols for secure routing of data.
• Perform in a group to design a simple Ad Hoc network using simulation tool.

Text Books:

Ad Hoc wireless Networks -C. Siva Ram Murthy & B. S. Manoj, Pearson Education, 2004.

Reference Books:

1. Ad Hoc wireless Networks, Ozan K. Tonguz and Gianguigi Ferrari, John Wiley & Sons Ltd, 2006.
2. Ad Hoc wireless Networking, Xiuzhen Cheng, Xiao Hung, Ding-Zhu Du, Kluwer Academic publishers, 2004.

For detail syllabus of all other subjects of BE Telecom, 2017 regulation do visit Telecom 8th Sem syllabus for 2017 Regulation.

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For all other telecom 8th sem syllabus for be 2017 scheme vtu you can visit Telecom 8th Sem syllabus for BE 2017 Scheme VTU Subjects. For all other Professional Elective -5 subjects do refer to Professional Elective -5. The detail syllabus for machine learning is as follows.

Course Objectives:

This course will enable students to:

• Introduce some concepts and techniques that are core to Machine Learning.
• Understand learning and decision trees.
• Acquire knowledge of neural networks, Bayesian techniques and instant based learning.
• Understand analytical learning and reinforced learning.

Module 1
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Module 2

Decision Tree and ANN: Decision Tree Representation, Hypothesis Space Search, Inductive bias in decision tree, issues in Decision tree. Neural Network Representation, Perceptrons, Multilayer Networks and Back Propagation Algorithms.

Module 3

Bayesian and Computational Learning: Bayes Theorem, Bayes Theorem Concept Learning, Maximum Likelihood, Minimum Description Length Principle, Bayes Optimal Classifier, Gibbs Algorithm, Naive Bayes Classifier.

Module 4
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Module 5

Analytical Learning and Reinforced Learning: Perfect Domain Theories, Explanation Based Learning, Inductive-Analytical Approaches, FOCL Algorithm, Reinforcement Learning.

Course Outcomes:

At the end of the course, students should be able to:

• Understand the core concepts of Machine learning.
• Appreciate the underlying mathematical relationships within and across Machine Learning algorithms.
• Explain paradigms of supervised and un-supervised learning.
• Recognize a real world problem and apply the learned techniques of Machine Learning to solve the problem.

Text Books:

Machine Learning-Tom M. Mitchell, McGraw-Hill Education, (Indian Edition), 2013.

Reference Books:

1. Introduction to Machine Learning- Ethem Alpaydin, 2nd Ed., PHI Learning Pvt. Ltd., 2013.
2. The Elements of Statistical Learning-T. Hastie, R. Tibshirani, J. H. Friedman, Springer; 1st edition, 2001.

For detail syllabus of all other subjects of BE Telecom, 2017 regulation do visit Telecom 8th Sem syllabus for 2017 Regulation.

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For all other telecom 8th sem syllabus for be 2017 scheme vtu you can visit Telecom 8th Sem syllabus for BE 2017 Scheme VTU Subjects. For all other Professional Elective -5 subjects do refer to Professional Elective -5. The detail syllabus for speech processing is as follows.

Course Objectives:

This course enables students to:

• Introduce the models for speech production
• Develop time and frequency domain techniques for estimating speech parameters
• Introduce a predictive technique for speech compression
• Provide fundamental knowledge required to understand and analyse speech recognition, synthesis and speaker identification systems.

Module 1
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Module 2

Time-Domain Methods for Speech Processing: Introduction to Short-Time Analysis of Speech, Short-Time Energy and Short-Time Magnitude, Short-Time Zero-Crossing Rate, The Short-Time Autocorrelation Function, The Modified Short-Time Autocorrelation Function, The Short-Time Average Magnitude Difference Function.

Module 3

Frequency Domain Representations: Discrete-Time Fourier Analysis, Short-Time Fourier Analysis, Spectrographic Displays, Overlap Addition(OLA),Method of Synthesis, Filter Bank Summation(FBS) Method of Synthesis, Time-Decimated Filter Banks, Two-Channel Filter Banks, Implementation of the FBS Method Using the FFT, OLA Revisited, Modifications of the STFT.

Module 4
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Module 5

Linear Predictive Analysis of Speech Signals: Basic Principles of Linear Predictive Analysis, Computation of the Gain for the Model, Frequency Domain Interpretations of Linear Predictive Analysis, Solution of the LPC Equations, The Prediction Error Signal, Some Properties of the LPC Polynomial A(z), Relation of Linear Predictive Analysis to Lossless Tube Models, Alternative Representations of the LP Parameters.

Course Outcomes:

Upon completion of the course, students will be able to:

• Model speech production system and describe the fundamentals of speech.
• Extract and compare different speech parameters.
• Choose an appropriate speech model for a given application.
• Analyse speech recognition, synthesis and speaker identification systems

Text Books:

Theory and Applications of Digital Speech Processing-Rabiner and Schafer, Pearson Education 2011

Reference Books:

1. Fundamentals of Speech Recognition- Lawrence Rabiner and Biing-Hwang Juang, Pearson Education, 2003.
2. Speech and Language Processing-An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition- Daniel Jurafsky and James H Martin, Pearson Prentice Hall 2009.

For detail syllabus of all other subjects of BE Telecom, 2017 regulation do visit Telecom 8th Sem syllabus for 2017 Regulation.

Dont forget to download iStudy for latest syllabus and results, class timetable and more.

For all other telecom 8th sem syllabus for be 2017 scheme vtu you can visit Telecom 8th Sem syllabus for BE 2017 Scheme VTU Subjects. For all other Professional Elective -5 subjects do refer to Professional Elective -5. The detail syllabus for radar engineering is as follows.

Course Objectives:

This course will enable students to:

• Understand the Radar fundamentals and analyze the radar signals.
• Understand various technologies involved in the design of radar transmitters and receivers.
• Learn various radars like MTI, Doppler and tracking radars and their comparison

Module 1
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Module 2

The Radar Equation: Prediction of Range Performance, Detection of signal in Noise, Minimum Detectable Signal, Receiver Noise, SNR, Modified Radar Range Equation, Envelope Detector
False Alarm Time and Probability, Probability of Detection, Radar Cross Section of Targets: simple targets – sphere, cone-sphere, Transmitter Power, PRF and Range Ambiguities, System Losses (qualitative treatment), Illustrative Problems. (Chapter 2 of Text, Except 2.4, 2.6, 2.8 & 2.11)

Module 3

MTI and Pulse Doppler Radar: Introduction, Principle, Doppler Frequency Shift, Simple CW Radar, Sweep to Sweep subtraction and Delay Line Canceler, MTI Radar with – Power Amplifier Transmitter, Delay Line Cancelers
Frequency Response of Single Delay- Line Canceler, Blind Speeds, Clutter Attenuation, MTI Improvement Factor, N- Pulse Delay-Line Canceler, Digital MTI Processing – Blind phases, I and Q Channels, Digital MTI Doppler signal processor, Moving Target Detector- Original MTD. (Chapter 3: 3.1, 3.2, 3.5, 3.6 of Text)

Module 4
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Module 5

The Radar Antenna: Functions of The Radar Antenna, Antenna Parameters, Reflector Antennas and Electronically Steered Phased array Antennas. (Chapter 9: 9.1, 9.2 9.4, 9.5 of Text)
Radar Receiver: The Radar Receiver, Receiver Noise Figure, Super Heterodyne Receiver, Duplexers and Receivers Protectors, Radar Displays. (Chapter 11 of Text)

Course Outcomes:

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

• Understand the radar fundamentals and radar signals.
• Explain the working principle of pulse Doppler radars, their applications and limitations
• Describe the working of various radar transmitters and receivers.
• Analyze the range parameters of pulse radar system which affect the system performance

Text Books:

Introduction to Radar Systems- Merrill I Skolink, 3e, TMH, 2001.

Reference Books:

1. Radar Principles, Technology, Applications, Byron Edde, Pearson Education, 2004.
2. Radar Principles – Peebles. Jr, P.Z. Wiley. New York, 1998.
3. Principles of Modem Radar: Basic Principles – Mark A. Rkhards, James A. Scheer, William A. HoIm. Yesdee, 2013

For detail syllabus of all other subjects of BE Telecom, 2017 regulation do visit Telecom 8th Sem syllabus for 2017 Regulation.

Dont forget to download iStudy for latest syllabus and results, class timetable and more.

For all other telecom 8th sem syllabus for be 2017 scheme vtu you can visit Telecom 8th Sem syllabus for BE 2017 Scheme VTU Subjects. For all other Professional Elective -5 subjects do refer to Professional Elective -5. The detail syllabus for micro electro mechanical systems is as follows.

Course Objectives:

This course will enable students to:

• Understand overview of microsystems, their fabrication and application areas.
• Working principles of several MEMS devices.
• Develop mathematical and analytical models of MEMS devices.
• Know methods to fabricate MEMS devices.
• Various application areas where MEMS devices can be used.

Module 1
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Module 2

Working Principles of Microsystems: Introduction, Microsensors, Microactuation, MEMS with Microactuators, Microaccelerometers, Microfluidics. Engineering Science for Microsystems Design and Fabrication: Introduction, Molecular Theory of Matter and Inter-molecular Forces, Plasma Physics, Electrochemistry.

Module 3

Engineering Mechanics for Microsystems Design: Introduction, Static Bending of Thin Plates, Mechanical Vibration, Thermomechanics, Fracture Mechanics, Thin Film Mechanics, Overview on Finite Element Stress Analysis.

Module 4
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Module 5

Overview of Micromanufacturing: Introduction, Bulk Micromanufacturing, Surface Micromachining, The LIGA Process, Summary on Micromanufacturing.

Course Outcomes:

After studying this course, students will be able to:

• Appreciate the technologies related to Micro Electro Mechanical Systems.
• Understand design and fabrication processes involved with MEMS devices.
• Analyse the MEMS devices and develop suitable mathematical models
• Know various application areas for MEMS device

Text Books:

Tai-Ran Hsu, MEMS and Micro systems: Design, Manufacture and Nanoscale Engineering, 2nd Ed, Wiley.

Reference Books:

1. Hans H. Gatzen, Volker Saile, JurgLeuthold, Micro and Nano Fabrication: Tools and Processes, Springer, 2015.
2. Dilip Kumar Bhattacharya, Brajesh Kumar Kaushik, Microelectromechanical Systems (MEMS), Cenage Learning.

For detail syllabus of all other subjects of BE Telecom, 2017 regulation do visit Telecom 8th Sem syllabus for 2017 Regulation.

Dont forget to download iStudy for latest syllabus and results, class timetable and more.