Weifeng Liu等编著《Kernel Adaptive Filtering A Comprehensive Introduction》一书的源代码我要分享

The source code of "kernel adaptive filtering a comprehensive introduction" edited by Weifeng Liu et

extended-rls kernel-adaptive LS-channel-estimate Kernel--adaptive KLMS

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中文说明:

此文件是Weifeng Liu等编著《Kernel Adaptive Filtering A Comprehensive Introduction》一书的源代码。对应书上每一章节。是学习Kernel adaptive filter的不二选择。


English Description:

This file is the source code of "kernel adaptive filtering a comprehensive introduction" edited by Weifeng Liu et al. Corresponding to every chapter in the book. It is the best choice for learning kernel adaptive filter.


代码预览

KLMS

....\ch2_codes

....\.........\channelEq

....\.........\.........\PART1.m

....\.........\.........\PART2.m

....\.........\mg_prediction

....\.........\.............\gramMatrix.m

....\.........\.............\ker_eval.m

....\.........\.............\KLMS1.m

....\.........\.............\KLMS1_LC.m

....\.........\.............\KLMS3.m

....\.........\.............\LMS1.m

....\.........\.............\MK30.mat

....\.........\.............\PART1.m

....\.........\.............\PART10.m

....\.........\.............\PART2.m

....\.........\.............\PART3.m

....\.........\.............\PART4.m

....\.........\.............\PART5.m

....\.........\.............\PART6.m

....\.........\.............\PART7.m

....\.........\.............\PART8.m

....\.........\.............\PART9.m

....\.........\.............\regularizationNetwork.m

....\.........\.............\sparseKLMS1.m

....\.........\regularization_function

....\.........\.......................\regularizationfuntion.m

....\ch3_codes

....\.........\channelEq

....\.........\.........\APA1.m

....\.........\.........\APA1s.m

....\.........\.........\gramMatrix.m

....\.........\.........\ker_eval.m

....\.........\.........\LMS1.m

....\.........\.........\LMS1s.m

....\.........\.........\LMS2.m

....\.........\.........\PART1.m

....\.........\.........\PART2.m

....\.........\.........\PART3.m

....\.........\.........\sparseKAPA1.m

....\.........\.........\sparseKAPA1s.m

....\.........\.........\sparseKAPA2.m

....\.........\.........\sparseKAPA2s.m

....\.........\.........\sparseKLMS1.m

....\.........\.........\sparseKLMS1s.m

....\.........\mg_prediction

....\.........\.............\gramMatrix.m

....\.........\.............\KAPA1.m

....\.........\.............\KAPA2.m

....\.........\.............\ker_eval.m

....\.........\.............\KLMS1.m

....\.........\.............\KRLS.m

....\.........\.............\LMS1.m

....\.........\.............\MK30.mat

....\.........\.............\PART1.m

....\.........\.............\PART2.m

....\.........\.............\slidingWindowKRLS.m

....\.........\.............\sparseKAPA1.m

....\.........\.............\sparseKAPA2.m

....\.........\.............\sparseKLMS1.m

....\.........\noiseCancelation

....\.........\................\fmri.mat

....\.........\................\gramMatrix.m

....\.........\................\ker_eval.m

....\.........\................\LMS2.m

....\.........\................\PART1.m

....\.........\................\PART2.m

....\.........\................\sparseKAPA2.m

....\.........\................\sparseKLMS1.m

....\ch4_codes

....\.........\channelEq

....\.........\.........\gramMatrix.m

....\.........\.........\ker_eval.m

....\.........\.........\KRLS_ALDs.m

....\.........\.........\PART1.asv

....\.........\.........\PART1.m

....\.........\.........\PART3.asv

....\.........\.........\PART3.m

....\.........\.........\sparseKLMS1.m

....\.........\.........\sparseKLMS1s.asv

....\.........\.........\sparseKLMS1s.m

....\.........\gpr

....\.........\...\gpml-matlab

....\.........\...\...........\gpml

....\.........\...\...........\....\approxEP.m

....\.........\...\...........\....\approximations.m

....\.........\...\...........\....\approxLA.m

....\.........\...\...........\....\binaryEPGP.m

....\.........\...\...........\....\binaryGP.m

....\.........\...\...........\....\binaryLaplaceGP.m

....\.........\...\...........\....\Contents.m

....\.........\...\...........\....\htm" target=_blank>Copyright

....\.........\...\...........\....\covConst.m

....\.........\...\...........\....\covFunctions.m

....\.........\...\...........\....\covLINard.m

....\.........\...\...........\....\covLINone.m

....\.........\...\...........\....\covMatern3iso.m

....\.........\...\...........\....\covMatern5iso.m

....\.........\...\...........\....\covNNone.m

....\.........\...\...........\....\covNoise.m