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Application of Digital Signal Processing Technique to Power Systems (PS856)

Programme: 

M.Tech (P&ES)

Semester: 

Second

Category: 

Elective Courses (Ele)

Credits (L-T-P): 

03 (3-0-0)

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. Wavelet 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 and systems. 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.

References: 

1. P P Vaidyanathan, Multirate Systems and Filter Banks, Prentice-Hall, 1993.
2. S J Orfanidis, Optimum Signal Processing, McGraw-Hill, 1989
3. Proakis, Manolakis, Introduction to DSP, PHI, 1994/ Pearson, 2002.
4. E C Ifeachor, B W Jervis, Digital Signal Processing: A Practical Approach.
5. Barrus, Gopinath, Guo, Introduction to Wavelet Transforms-- APrimer,
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

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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