Simulation of Communication Systems using Matlab

By Prof. Ribhu | IIT Guwahati

Learners enrolled: 3014 | Exam registration: 711

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 engineering

PREREQUISITES: Need to know basic probability theory and programming

Summary

Course Status :	Ongoing
Course Type :	Elective
Language for course content :	English
Duration :	12 weeks
Category :	Electrical, Electronics and Communications Engineering Communication and Signal Processing
Credit Points :	3
Level :	Undergraduate
Start Date :	22 Jul 2024
End Date :	11 Oct 2024
Enrollment Ends :	05 Aug 2024
Exam Registration Ends :	16 Aug 2024
Exam Date :	02 Nov 2024 IST

Note: This exam date is subject to change based on seat availability. You can check final exam date on your hall ticket.

Page Visits

Course layout

Week 1: Introduction

Week 2: MATLAB Programming

Week 3: Monte Carlo Methods

Week 4: Random Processes

Week 5: Information Sources and Quantization

Week 6: Modelling and Simulation of AWGN Communication Systems

Week 7: Fading Channels

Week 8: MIMO

Week 9: Markov Chains and the Viterbi Algorithm

Week 10: Queueing I

Week 11: Queueing II

Week 12: Optimal Filtering and Stochastic Gradient Descent

Books and references

1. Rudra Pratap. Getting Started with MATLAB: A Quick Introduction for Scientists and Engineers. Oxford University Press, Inc., USA, 2009.

2. Sheldon M. Ross, Introduction to Probability Models, (Twelfth Edition), Academic Press, 2019.

3. Proakis, J.G., Salehi, M., Bauch, G., Contemporary Communication Systems Using MATLAB, Third edition, Cengage Learning, 2012.

4. Haykin, Simon S, Adaptive Filter Theory, Fifth Edition, Pearson, 2014.

Instructor bio

Prof. Ribhu

IIT Guwahati

Prof. Ribhu is currently working as an assistant professor in the department of Electronics and Electrical Engineering at IIT Guwahati. He received his B.E. degree in Electronics and Communication Engineering from Panjab University, Chandigarh, India in 2009, and M. Tech and PhD degrees from the Department of Electronics and Communication Engineering, IIT Roorkee. After submitting his PhD thesis in July 2015, he joined the Signal Processing for Communication (SPC) lab at IISc, Bengaluru as a project associate. Following his thesis defense in May 2016, he continued at the SPC lab as an IISc Institute research associate till March 2017. He is holding the current position since April 2017. His research interests include physical layer design for wireless sensor networks, statistical and adaptive signal processing, massive MIMO systems, and detection theory.

Course certificate

The course is free to enroll and learn from. But if you want a certificate, you have to register and write the proctored exam conducted by us in person at any of the designated exam centres.
The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
Date and Time of Exams: 02 November 2024 Morning session 9am to 12 noon; Afternoon Session 2pm to 5pm.
Registration url: Announcements will be made when the registration form is open for registrations.
The online registration form has to be filled and the certification exam fee needs to be paid. More details will be made available when the exam registration form is published. If there are any changes, it will be mentioned then.
Please check the form for more details on the cities where the exams will be held, the conditions you agree to when you fill the form etc.

CRITERIA TO GET A CERTIFICATE

Average assignment score = 25% of average of best 8 assignments out of the total 12 assignments given in the course.
Exam score = 75% of the proctored certification exam score out of 100

Final score = Average assignment score + Exam score

YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75. If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.

Certificate will have your name, photograph and the score in the final exam with the breakup.It will have the logos of NPTEL and IIT Guwahati .It will be e-verifiable at nptel.ac.in/noc.

Only the e-certificate will be made available. Hard copies will not be dispatched.

Once again, thanks for your interest in our online courses and certification. Happy learning.

- NPTEL team

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