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- elec-5648 - blind-signal-processing
University of Colorado Denver/Anschutz Medical Campus Course Info
Denver, Colorado•
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Course Info
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ELEC 5648
Blind Signal Processing
Introduction to gradient optimization methods. Introduction to adaptive filtering. Principal component analysis and whitening. Robust and adaptive PCA. Blind SOS parameter estimation and deconvolution. Fundamentals of independent component analysis. Blind equalization of SIMO and MIMO systems. ICA by maximization of nongaussianity. ICA by MLE and minimization of mutual information. Applications and practical considerations. Cross-listed with ELEC 6648.
Units: 3.0
Hours: 3 to 3