The course is intended to first provide some exposure to the topics listed below, in the theory component. Concurrently, in the laboratory component, actual practice and realization of the concepts studied, would be emphasized. The laboratory component is intended to be a significant and important part of this course. In fact, the theory component is mainly planned to support and strengthen the laboratory experience.
An introduction to Digital Signal Processors and the associated interface hardware and software systems
Basic exercises in programming Digital Signal Processors
The Joint “systems – algorithms – architectures” perspective as a holistic approach in Signal Processing applications
Comparative studies between general purpose microprocessors/computing devices and specialized application specific integrated circuits (ASICs) and digital signal processors.
Study and implementation of Analog to Digital Conversion, sampling and reconstruction.
Study and implementation of simple Discrete Time Systems.
Study and implementation of Finite Impulse Response Filters.
Study and implementation of Infinite Impulse Response Filters.
Fast Fourier Transforms and Spectral Estimation – Algorithms, Implementation.
Realization and implementation of computationally efficient Digital Signal Processing structures like the lattice structure, ladder structure.
Digital Signal Processing application areas in wireless and mobile communication, multimedia technology and communication, control systems, power electronics and power systems, measurement and instrumentation.
Architectures and algorithms in vogue, pertaining to these application areas – general principles and case studies.
A comprehensive design and development effort – pertaining to the study and implementation of one or two such advanced applications on an available Digital Signal Processor platform.
B. Venkataramani, M. Bhaskar, “Digital Signal Processors: Architecture, Programming and Applications”, Second Edition, Tata McGraw Hill Education Private Limited, 2011.
John G. Proakis, Dimitris G. Manolakis – “Digital Signal Processing – Principles, Algorithms and Applications”, Third Edition, Prentice Hall of India Private Limited, New Delhi, 1997, Eastern Economy Edition.
Sanjit K. Mitra, “Digital Signal Processing – A computer based approach”, Mc Graw Hill International Edition, Second Edition, 2001, Electrical Engineering Series. This book is likely to be available as a Tata Mc Graw-Hill Edition too.
Sanjit K. Mitra, “Digital Signal Processing Laboratory using MATLAB”’ Mc Graw Hill International Edition, 2000, Computer Science Series.
James H. McClellan, Ronald W. Schafer, Mark A. Yoder, “DSP First: A Multimedia Approach”, Prentice Hall, NJ, (1998 by Prentice Hall).
Vinay K. Ingle, John G. Proakis, “Digital Signal Processing Using MATLAB”, (2000 by Brooks/Cole), Brooks/Cole Publishing Company, a division of Thomson Learning.
David J. De Fatta, Joseph G. Lucas, William S. Hodgkiss, “Digital Signal Processing- A System Design Approach”, John Wiley and Sons, Inc. Pte. Ltd., Singapore.
Selected tutorial and research papers from standard journals on Signal Processing to be announced from time to time.