Advanced Digital Signal Processing (EE363)


B.Tech (E&E)




Programme Specific Electives (PSE)

Credits (L-T-P): 

04 (3-1-0)


Time frequency Analysis, Time frequency distribution, Short time Fourier Transform. Multirate Signal Processing: Decimation Interpolation, DFT filter banks, QMF filter banks. Multiresolution Signal Analysis. Wavelets theory of sub band decompositions, sub band coding and Wavelet transforms, Application of wavelet transforms. Homomorphic signal processing :  Homomorphic system for convolution, Properties of complex spectrum,  Applications of homomorphic deconvolution. Multi-dimensional signal processing : Review of convolution and correlation.  2-D signals.  Linear estimation of signals and  applications: Random signals, Linear prediction and applications (deconvolution, least square filters). Recursive estimation and  Kalman filters. Adaptive signal processing: Adaptive filters and applications. applications.


1. P. P. Vaidyanathan, Multirate Systems and Filter Banks, PH, 1993.
2. S. J. Orfanidis, Optimum Signal Processing, McGraw-Hill, 1989.
3. John G. Proakis, D. P. Manolakis, Introduction to DSP, Pearson, 2002.
4. E. C. Ifeachor, B. W. Jervis, Digital Signal Processing: A Practical Approach, Pearson Education.
5. Barrus, Gopinath, Guo, Introduction to Wavelet Transforms – A Primer.
6. A. K . Jain, Image Processing.
7. A. V. Oppenheim, R.W. Schafer, Discrete Time Signal Processing, PHI, 1994.


Electrical and Electronics Engineering

Contact us

Venkatesa Perumal
Associate Professor and Head of the Department
Department of Electrical and Electronics Engineering
National Institute of Technology Karnataka, Surathkal
Srinivasnagar, Surathkal, Mangalore-575025. Karnataka, India.
Ph : +91-824-2473045
Fax: +91-824-2474039
E-mail: hodee[AT]nitk[DOT]ac[DOT]in

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