Review of Discrete Signals and Systems- Introduction to DFT – Properties of DFT – Circular Convolution - FFT Algorithms –Decimation in time Algorithms, Decimation in frequency Algorithms – Overlap-add & overlap-save methods.
Analog filters – Butterworth filters, Chebyshev Type I filters (upto 3rd order), Analog Transformation of prototype LPF to BPF /BSF/ HPF. Transformation of analog filters into equivalent digital filters using Impulse invariant method and Bilinear transform method- Realization structures for IIR filters – direct, cascade, parallel forms.
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 – Transversal and Linear phase structures- Comparison of FIR & IIR.
Representation of numbers-ADC Quantization noise-Coefficient Quantization error-Product Quantization error-truncation & rounding errors -Limit cycle due to product round-off error- Roundoff noise power-limit cycle oscillation due to overflow in digital filters- Principle of scaling., Introduction to DSP Processor.
Multirate signal processing: Decimation, Interpolation, Sampling rate conversion by a rational factor – Applications of Multirate signal processing. Adaptive Filters: Introduction, Types of adaptive filters, Applications of adaptive filtering to equalization.
Reference Book:
1.E.C. Ifeachor and B.W. Jervis, “Digital signal processing – A practical approach”, Second edition, Pearson, 2002.[Unit I-V]. 2.M.H.Hayes, "Digital Signal Processing", Schaum’s outlines, Tata McGraw Hill, 2007 [ Unit V] 3.S.Salivahanan, A.Vallavaraj, C.Gnanapriya, Digital Signal processing, TMH/McGraw Hill International, 2007.[Unit I-V]. 4.S.K. Mitra," Digital Signal Processing", A Computer Based approach, Tata McGraw-Hill, 1998 .[Unit I-V]. 5.P.P.Vaidyanathan, Multirate Systems & Filter Banks, Prentice Hall, Englewood cliffs, NJ, 1993 [Unit V]. 6.B.Venkataramani& M-Bhaskar- Digital Signal Processor Architecture- Programming and Application- TMH 2002 [ Unit -IV]
Text Book:
1.John G Proakis and Manolakis, “Digital Signal Processing Principles, Algorithms and Applications”, Pearson, Fourth Edition, 2007 [Unit I – V] 2.A.V.Oppenheim, R.W. Schafer and J.R. Buck, "Discrete Time Signal Processing", Pearson, 8th Indian Reprint, 2004 [ Unit I- V]