course contents - ug - National Institute of Technology Karnataka
course contents - ug - National Institute of Technology Karnataka
course contents - ug - National Institute of Technology Karnataka
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NATIONAL INSTITUTE OF TECHNOLOGY KARNATAKA, SURATHAKAL<br />
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J.G.Proakis & M.Salehi, Communications System Engineering, Pearson Education 2002.<br />
Stevan M Kay, Fundamentals <strong>of</strong> Statistical signal processing, Vol. II, Detection Theory, PHI, 1998.<br />
A.Paulraj, R.Nabar & D.Gore,Introduction to Space Time Wireless Communications, Cambridge<br />
University, 2003.<br />
EC424 SOFT COMPUTING (3-0-0) 3<br />
Introduction to learning systems - Feed forward Neural Networks - Perception - Multilayer Perceptron<br />
propagation algorithm and its variants - Improving generalization by various methods.<br />
Recurrent Neural Networks - Hopfield net - Boltzmann machine and Mean field learning - solving<br />
combinational optimization problems using recurrent Neural Networks.<br />
Unsupervised Neural Networks. Competitive learning - Self organizing maps - Growing cell structures<br />
Principal component analysis. Basics <strong>of</strong> fuzzy sets. Genetic algorithms: Population based search<br />
techniques, evolutionary strategies, mathematical foundations <strong>of</strong> genetic algorithms, search operators,<br />
genetic algorithms in function and combinational optimization, hybrid algorithms, application to pattern<br />
recognition<br />
S. Haykin, Neural Networks : A comprehensive foundation, Pearson, 1999<br />
J. M. Zurada, Introduction to artificial neural networks, Jaico publishing, 1997.<br />
B. Yegnanarayana, Artificial Neural Networks, PHI, 1991<br />
EC425 DIGITAL SYSTEMS &COMPUTER ORGANISATION (3-0-0) 3<br />
Combinational Logic Design, Arithmetic Circuits. Sequential Logic Design, Finite State Machines.<br />
Memory, Introduction to Computer Architecture, Programming Model, Hardware Interfacing <strong>of</strong> Memory<br />
& Peripherals, Typical application <strong>of</strong> Microprocessors<br />
M. Morris Mano & Charles Kime, Logic & Computer Design Fundamentals, Prentice Hall, 2008<br />
M.Morris Mano, Computer System Architecture, Prentice Hall, 2007<br />
John P.Uyemura, A First Course in Digital Systems Design - An Integrated Approach, Brooks/Cole,<br />
2000.<br />
EC426 PRINCIPLES OF COMMUNICATION ENGG (3-0-0) 3<br />
Introduction to Analog and Digital Communication: Bandwidth and Information capacity, Transmission<br />
modes, Signal analysis, Noise considerations. Modulation and Demodulation concepts (AM, FM, PM),<br />
TDM and FDM concepts. Super Heterodyne receivers and Direct Conversion receivers, Color TV<br />
Transmission and reception. Digital and Data Communication: Sampling Theorem, Coding and<br />
Decoding, Pulse modulation, FSK, PSK Modem, Serial and Parallel interface, Computer Network<br />
configurations and Protocols; OSI Reference model; Internet Protocol; packet switching. Satellite<br />
communication: Orbital patterns, geostationary satellites, frequency band allocation. Optical Fiber<br />
Communication: Mode <strong>of</strong> signal transmission, signal source and detectors, attenuation and channel<br />
capacity. Digital Telephony, PSTN and Cellular telephony, Voice over packet.<br />
Wayne Tomasi, Electronic Communication Systems: Fundamentals thro<strong>ug</strong>h Advanced, Pearson<br />
Education, 2008.<br />
Kennedy, Communication Systems, McGraw Hill,1996<br />
Gary Miller, Modern Electronic Communication, PHI, 2008<br />
Andrew S. Tannenbaum, Computer Networks, PHI, 2003<br />
EC427 COMPUTER NETWORKS (3-0-0) 3<br />
Basics <strong>of</strong> circuit switching, packet switching, cell switching. ISO-OSI model, need for the model,<br />
reasons, advantages etc. Link layer & local area network, Computer network architecture, TCP/IP<br />
protocol suite, Routing protocols, Asynchronous transfer mode (ATM), Frame relay concepts, Wireless<br />
LAN, Multicasting, Internet security, Voice over IP (VOIP), Storage networks, Socket programming,<br />
IPV6, need for IPV6, addressing space, difference between IPV6 and IPV4 etc.<br />
D. E Comer, Internetworking with TCP / IP – Vol. I, Prentice Hall, 2006<br />
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