EC1018 TELECOMMUNICATION SYSTEM MODELING AND SIMULATION
3 0 0 100
AIM
To model the random variables and random process applied to telecommunication system and to learn the methods of system simulation and performance evaluation.
OBJECTIVES
• To learn simulation of random variables and random process
• To learn modeling of radio communication channels
• To understand various simulation techniques
• To understand simulation methodologies and performance evaluation
• To analyse some digital communication optical communication and
satellite communication techniques as case studies through simulation.
UNIT I SIMULATION OF RANDOM VARIABLES RANDOM PROCESS 9
Generation of random numbers and sequence, Guassian and uniform random numbers Correlated random sequences, Testing of random numbers generators, Stationary and uncorrelated noise, Goodness of fit test.
UNIT II MODELING OF COMMUNICATION SYSTEMS 9
Radio frequency and optical sources, Analog and Digital signals, Communication channel and models, Free space channels, Multipath channel and discrete channel noise and interference.
UNIT III ESTIMATION OF PERFORMANCE MEASURE FOR SIMULATION 9
Quality of estimator, Estimation of SNR, Probability density function and bit error rate, Monte Carlo method, Importance sampling method, Extreme value theory.
UNIT IV SIMULATION AND MODELING METHODOLOGY 9
Simulation environment, Modeling considerations, Performance evaluation techniques, error source simulation, Validation.
UNIT V CASE STUDIES 9
Simulations of QAM digital radio link in environment, Light wave communication link and satellite system.
TOTAL : 45
TEXTBOOK
1. MC.Jeruchim, P.Balaban and Sam K Shanmugam, "Simulation of communication Systems: Modeling, Methodology and Techniques ", Plenum press , New York, 2001.
REFERENCES
1. Averill.M.Law and W.David Kelton,"Simulation Modeling and Analysis”, McGraw-Hill Inc., 2000.
2. Geoffrey Gorden, "System Simulation", Prentice Hall of India, 2nd Edition, 1992.
3. W.Turin, "Performance Analysis of Digital Communication Systems", Computer Science Press, New York, 1990.
4. Jerry banks and John S.Carson, "Discrete Event System Simulation", Prentice Hall of India, 1984.
3 0 0 100
AIM
To model the random variables and random process applied to telecommunication system and to learn the methods of system simulation and performance evaluation.
OBJECTIVES
• To learn simulation of random variables and random process
• To learn modeling of radio communication channels
• To understand various simulation techniques
• To understand simulation methodologies and performance evaluation
• To analyse some digital communication optical communication and
satellite communication techniques as case studies through simulation.
UNIT I SIMULATION OF RANDOM VARIABLES RANDOM PROCESS 9
Generation of random numbers and sequence, Guassian and uniform random numbers Correlated random sequences, Testing of random numbers generators, Stationary and uncorrelated noise, Goodness of fit test.
UNIT II MODELING OF COMMUNICATION SYSTEMS 9
Radio frequency and optical sources, Analog and Digital signals, Communication channel and models, Free space channels, Multipath channel and discrete channel noise and interference.
UNIT III ESTIMATION OF PERFORMANCE MEASURE FOR SIMULATION 9
Quality of estimator, Estimation of SNR, Probability density function and bit error rate, Monte Carlo method, Importance sampling method, Extreme value theory.
UNIT IV SIMULATION AND MODELING METHODOLOGY 9
Simulation environment, Modeling considerations, Performance evaluation techniques, error source simulation, Validation.
UNIT V CASE STUDIES 9
Simulations of QAM digital radio link in environment, Light wave communication link and satellite system.
TOTAL : 45
TEXTBOOK
1. MC.Jeruchim, P.Balaban and Sam K Shanmugam, "Simulation of communication Systems: Modeling, Methodology and Techniques ", Plenum press , New York, 2001.
REFERENCES
1. Averill.M.Law and W.David Kelton,"Simulation Modeling and Analysis”, McGraw-Hill Inc., 2000.
2. Geoffrey Gorden, "System Simulation", Prentice Hall of India, 2nd Edition, 1992.
3. W.Turin, "Performance Analysis of Digital Communication Systems", Computer Science Press, New York, 1990.
4. Jerry banks and John S.Carson, "Discrete Event System Simulation", Prentice Hall of India, 1984.
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