EL 713: Digital Signal Processing II
Notes
- Contact the instructor for the URL where HW and Lectures are to be found.
- Students taking the course as an Internet course should email the instructor.
Topics
- Filter design via optimization
- Spectral factorization
- Minimum-phase FIR filter design
- Multirate systems
- Interpolation
- Short-time Fourier transform (STFT)
- Filter banks
- Wavelet transforms
- Sparse signal processing
- Signal/image models
- Inverse problems (deconvolution, missing data estimation)
- Matlab programming exercises.
Texts (recommended)
- Boaz Porat, "A Course in Digital Signal Processing", John Wiley and Sons. (ISBN: 0-471-14961-6). Web.
- Sanjit Mitra, "Digital Signal Processing: A computer based approach", McGraw-Hill, 2001. (ISBN: 0-07-232105-9) Files on the web.
- Connexions - open content web-based modules for education.
Software
Matlab is a required for the course. If you have not used it before, it can be learned relatively quickly provided provided you are proficient in other program language(s) already.
- MATLAB tutorials (zip file): To help you learn (or improve your MATLAB skills).
- Students who buy the student version of Matlab from the Mathworks for home use should also buy the Signal Processing Toolbox.
- Official Matlab documentation. All Matlab manuals are available in PDF format on this page.
Prerequisite
- EL 6613 (Digtal Signal Processing I)
Instructor
-
Ivan Selesnick
selesi@nyu.edu
2MTC 10.004
tel: (718) 260-3416