Advanced Topics in Digital Signal Processing
Calendar
Random and deterministic signals, matrix signal description,
statistical signal processing, signal modeling,
elements of detection and estimation, modern spectral analysis,
array processing and beamforming, adaptive antennas,
adaptive filters,
applications to radar, sonar, wireless communications,
seismology, and other fields.
Objectives
To provide a strong background on most
important advanced DSP topics.
Text
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M.Hayes, Statistical Digital Signal Processing and Modeling,
Wiley, 1996.
- D.G. Manolakis, V.K. Ingle, and S.M. Kogon,
Statistical and Adaptive Signal Processing , McGraw-Hill, 2000.
Lecture Notes/Viewgraphs
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as a postscript file
Final Exam
December 12, Wednesday, JHE/265, 9:30-12:30 a.m.
You're allowed to take home the problems you have not
solve during the in-class exam and submit your solution
not later than Thursday, December 13, 12:30 p.m.
Course Project
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course project short description, ps-file
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course project short description, pdf-file
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Project reports should be submitted before the end of this term.