Course
PostgraduateSemester
Sem. IISubject Code
AVD622Subject Title
Signal Processing for CommunicationSyllabus
Motivating examples of digital communications. Spectrum availability and channels. Channel modeling base band and pass band channels. Digital modulation schemes for base band and pass band channels. Line coding, Pulse amplitude modulation, Phase modulation, CPFSK, Frequency shift keying, QAM.
Band limited channels and inter symbol interference (ISI). Signal design for band limited channels ‐Nyquist criterion and Pulse Shaping, Partial response signaling. Non-ideal bandlimited channels ‐receivers for channel with ISI and AWGN‐ML receiver, its performance. Signal processing algorithms for linear Equalization. Carrier and Symbol synchronization, Carrier Phase estimation: ML estimation, PLL, Symbol timing estimation: ML timing estimation, Joint estimation of carrier phase and symbol timing. Case studies of digital communication receivers.
Noise modeling in communication systems-additive white Gaussian noise (AWGN) channels. Signal space concepts: Geometric structure of the signal space, vector representation, signal norms, and inner product, orthogonality, Gram-Schmidt orthogonalization. Optimum receiver for AWGN channels: Optimal detection and error probability for digital signaling schemes. Matched filter and Correlation receiver.
Case study of design of digital communication system receiver with emphasis on signal processing algorithms.
Text Books
Same as Reference
References
1. Communication systems, Simon Haykin,4th edition Wiley, 2001.
2. Introduction to Communication Systems, Upamanyu Madhow, Cambridge University Press, 2014.
3. Fundamentals of Digital Communication, Upamanyu Madhow, Cambridge University Press, 2008.
4. Digital communication, Bernard Sklar,2nd edition, Pearson Education, 2000.
5. Digital Communication, John Proakis & Masoud Salehi,5th edition, McGraw-Hill, 2008.
6. Signal processing for communications, Prandoni, Paolo and Martin Vetterli. EPFL press, 2008.
Course Outcomes (COs):
CO1: Design different digital modulation system and analyze the performance in terms of error rate and spectral efficiency
CO2: Develop skills to design and implement multi-carrier modulation system including techniques for channel estimation, synchronization, and equalization.
CO3: Analyze the performance of the multi-carrier modulation system in terms of PAPR, error rate and spectral efficiency
CO4: Understand the concepts of MIMO system to configure the antenna for beam forming, spatial multiplexing and spatial diversity to achieve the desired performance in terms of data rate, reliability, and coverage
CO5: Design and develop MIMO OFDM, hybrid beam forming, OTFS systems for 5G/6G.