Advanced Digital Signal Processing (EE363)

Programme: 

B.Tech (E&E)

Semester: 

Sixth

Category: 

Programme Specific Electives (PSE)

Credits (L-T-P): 

04 (3-1-0)

Content: 

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.

References: 

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.

Department: 

Electrical and Electronics Engineering
 

Contact us

 Vinatha U
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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