Advanced Digital Signal Processing (EE 560)

2020 Fall
Faculty of Engineering and Natural Sciences
Electronics Engineering(EE)
3
10.00
Ozan Biçen -ozan.bicen@sabanciuniv.edu,
English
Doctoral, Master
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Lecture,
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CONTENT

Time-frequency representations, filterbanks/wavelets, multirate and polyphase filters, linear prediction, inverse problems including least squares, LMS, SVD and reconstruction from projections, adaptive filtering, non-recursive and iterative search techniques with examples on optimal quantization, Lloyd-Max quantizers and vector quantization, multi-dimensional signal processing.

OBJECTIVE

This is an advanced deterministic signal processing course focusing on signal approximation and estimation problems and wavelets.

RECOMENDED or REQUIRED READINGS

Readings

Todd K. Moon
Wynn C. Stirling, Mathematical Methods and Algorithms for Signal Processing, Prentice Hall
Martin Vetterli
Jelena Kovacevic, Wavelets and Subband Coding, Prentice Hall
Alan V. Oppenheim
Ronald W. Schaefer
John R. Buck, Discrete-time Signal Processing, Prentice Hall