ABOUT THE COURSE:This is course is meant to introduce students to the idea of modelling and simulation of communication systems exhibiting while highlighting the underlying stochastic behavior of these systems. The key objectives of this course are twofold:1.To introduce the importance of Monte Carlo methods for analyzing the behavior of communication systems.2. To encourage students to model and analyze stochastic systems around them.By the end of this course, the students will be able to confidently program in MATLAB and develop programming models for simulating communication systems.INTENDED AUDIENCE: Undergraduate and postgraduate students of electronics and communication engineeringPREREQUISITES: Need to know basic probability theory and programming
Simulation of Communication Systems using Matlab
Indian Institute of Technology Guwahati and NPTEL via Swayam
Overview
Syllabus
Week 1: IntroductionWeek 2:MATLAB ProgrammingWeek 3:Monte Carlo Methods Week 4:Random Processes Week 5:Information Sources and QuantizationWeek 6:Modelling and Simulation of AWGN Communication SystemsWeek 7:Fading ChannelsWeek 8:MIMOWeek 9:Markov Chains and the Viterbi AlgorithmWeek 10:Queueing IWeek 11:Queueing IIWeek 12:Optimal Filtering and Stochastic Gradient Descent
Taught by
Prof. Ribhu
