Review of Discrete Signals and Systems- Introduction to DFT – Properties of DFT – Linear and Circular Convolution-Auto correlation and cross correlation - FFT Algorithms –Decimation in time Algorithms, Decimation in frequency Algorithms – Overlap-add & Overlap-save methods.
Analog filters – Butterworth filter, Chebyshev filter, Analog Transformation of prototype LPF to HPF /BPF/ BSF, Impulse invariant method and Bilinear transformation method - Realization structures for IIR filters – Direct Form I, Direct Form II, Cascade and Parallel Form.
Design of Linear Phase FIR filter - Filter design using Rectangular Window, Hamming Window, Hanning Window, Blackman window - Frequency Sampling Techniques, Realization Structures for FIR filters - Comparison of FIR & IIR.
Fixed and Floating Point Representation - Quantization - Coefficient Quantization error - Product Quantization error - Truncation & Rounding errors - Limit cycle due to product round-off error - Limit cycle oscillation due to overflow in digital filters - Principle of Scaling - DSP Processor - Fixed and Floating point architecture principles.
Multirate Signal Processing: Decimation, Interpolation, Sampling rate conversion by a rational factor – Applications of Multirate signal processing. Introduction to Wavelets- Applications. Adaptive Filters: Introduction, Types of adaptive filters, Applications of adaptive filtering to equalization.
Reference Book:
1. Steven W. Smith, "Digital Signal Processing: A Practical Guide for Engineers and Scientists" , Kindle edition, Newnes ,2013. 2. E.C. Ifeachor and B.W. Jervis, “Digital signal processing - A practical approach”, Second edition, Pearson Education, 2002. 3. M.H.Hayes, "Digital Signal Processing", Tata McGraw Hill Education, 2nd Edition, 2009. 4. S.Salivahanan, A.Vallavaraj, C.Gnanapriya, Digital Signal processing, Tata McGraw Hill, 4th Edition, 2019. 5. S.K. Mitra," Digital Signal Processing", A Computer Based approach, Tata McGraw-Hill, 4th Edition, 2013. 6. B.Venkataramani & M-Bhaskar- Digital Signal Processor Architecture - Programming and Applications – Tata McGraw-Hill, 2nd Edition, 2017.
Text Book:
1. John G Proakis and D G Manolakis, “Digital Signal Processing Principles, Algorithms and Applications”, Pearson Education, Fifth Edition, 2022. 2. A.V.Oppenheim, R.W. Schafer & J.R. Buck, "Discrete Time Signal Processing", 4th Edition, Pearson Education, 2011.