DSPCIS Chapter 10 Optimal Adaptive Filters Intro Marc

DSP-CIS Chapter 10: Optimal & Adaptive Filters - Intro Marc Moonen Dept. E. E. /ESAT, K. U. Leuven marc. moonen@esat. kuleuven. be www. esat. kuleuven. be/scd/

Part-III : Optimal & Adaptive Filters Chapter-10 : Optimal & Adaptive Filters - Intro • General Set-Up • Applications • Optimal (Wiener) Filters – Chapter-11 : Least Squares & Recursive Least Squares Estimation – : Least Means Squares (LMS) Algorithm Chapter-12 – : Fast Recursive Least Squares Algorithms Chapter-13 Chapter-14 : Kalman Filtering DSP-CIS / Chapter-10 : Optimal & Adaptive Filters - Intro / Version 2011 -2012 p. 2

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Optimal & Adaptive Filters - Intro echo path near-end signal + echo DSP-CIS / Chapter-10 : Optimal & Adaptive Filters - Intro / Version 2011 -2012 p. 9

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Optimal & Adaptive Filters - Intro noise signal + noise DSP-CIS / Chapter-10 : Optimal & Adaptive Filters - Intro / Version 2011 -2012 p. 13

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Optimal & Adaptive Filters - Intro Can generalize this for to ‘Multi-channel FIR filters’ DSP-CIS / Chapter-10 : Optimal & Adaptive Filters - Intro / Version 2011 -2012 p. 26

Optimal & Adaptive Filters - Intro Special case of ‘Multi-channel FIR filter’ is ‘Linear combiner’ DSP-CIS / Chapter-10 : Optimal & Adaptive Filters - Intro / Version 2011 -2012 p. 27

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