子带自适应滤波：理论与实现（Subband Adaptive Filtering）

zzz123456789 · 发表于 2011-1-11 11:14:08

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本帖最后由 cjsb37 于 2013-4-29 09:01 编辑

《Subband Adaptive Filtering：Theory and Implementation》

新书，清晰PDF。
目录：
1 Introduction to adaptive filters 1
1.1 Adaptive filtering 1
1.2 Adaptive transversal filters 2
1.3 Performance surfaces 4
1.4 Adaptive algorithms 6
1.5 Spectral dynamic range and misadjustment 13
1.6 Applications of adaptive filters 15
1.7 Transform-domain and subband adaptive filters 31
1.8 Summary 39
2 Subband decomposition and multirate systems 41
2.1 Multirate systems 41
2.2 Filter banks 44
2.3 Paraunitary filter banks 54
2.4 Block transforms 55
2.5 Cosine-modulated filter banks 59
2.6 DFT filter banks 65
2.7 A note on cosine modulation 67
2.8 Summary 68
3 Second-order characterization of multirate filter banks 73
3.1 Correlation-domain formulation 73
3.2 Cross spectrum 79
3.3 Orthogonality at zero lag 85
3.4 Case study: Subband orthogonality of cosine-modulated filter banks 89
3.5 Summary 96
4 Subband adaptive filters 99
4.1 Subband adaptive filtering 99
4.2 Subband adaptive filter structures 104
4.3 Aliasing, band-edge effects and solutions 106
4.4 Delayless subband adaptive filters 114
4.5 MATLAB examples 124
4.6 Summary 128
5 Critically sampled and oversampled subband structures 133
5.1 Variants of critically sampled subband adaptive filters 133
5.2 Oversampled and nonuniform subband adaptive filters 138
5.3 Filter bank design 141
5.4 Case study: Proportionate subband adaptive filtering 156
5.5 Summary 161
6 Multiband-structured subband adaptive filters 167
6.1 Multiband structure 167
6.2 Multiband adaptation 173
6.3 Underdetermined least-squares solutions 177
6.4 Stochastic interpretations 179
6.5 Filter bank design issues 187
6.6 Delayless MSAF 189
6.7 MATLAB examples 192
6.8 Summary 198
7 Stability and performance analysis 203
7.1 Algorithm, data model and assumptions 203
7.2 Multiband MSE function 209
7.3 Mean analysis 211
7.4 Mean-square analysis 214
7.5 MATLAB examples 219
7.6 Summary 223
8 New research directions 227
8.1 Recent research on filter bank design 227
8.2 New SAF structures and algorithms 228
8.3 Theoretical analysis 232
8.4 Applications of the SAF 232
8.5 Further research on a multiband-structured SAF 233
8.6 Concluding remarks 234
Appendix A Programming in MATLAB 241
Appendix B Using MATLAB for adaptive filtering and subband adaptive filtering 279
Appendix C Summary of MATLAB scripts, functions, examples and demos 301
Appendix D Complexity analysis of adaptive algorithms 307
Index 317

Subband Adaptive Filtering Theory and Implementation.part1.rar (2 MB, 下载次数: 532 )

Subband Adaptive Filtering Theory and Implementation.part2.rar (1.97 MB, 下载次数: 534 )