Ebook: Adaptive Filtering: Algorithms and Practical Implementation
- Tags: Signal Image and Speech Processing, Circuits and Systems, Electrical Engineering, Image Processing and Computer Vision
- Series: The Kluwer International Series in Engineering and Computer Science 694
- Year: 2002
- Publisher: Springer US
- Language: English
- pdf
Content:
Front Matter....Pages i-xxi
Introduction to Adaptive Filtering....Pages 1-14
Fundamentals of Adaptive Filtering....Pages 15-77
The Least-Mean-Square (LMS) Algorithm....Pages 79-138
LMS-Based Algorithms....Pages 139-193
Conventional RLS Adaptive Filter....Pages 195-233
Adaptive Lattice-Based RLS Algorithms....Pages 235-286
Fast Transversal RLS Algorithms....Pages 287-307
QR-Decomposition-Based RLS Filters....Pages 309-359
Adaptive IIR Filters....Pages 361-422
Nonlinear Adaptive Filtering....Pages 423-465
Subband Adaptive Filters....Pages 467-526
Quantization Effects in the LMS and RLS Algorithms....Pages 527-558
Back Matter....Pages 559-568
Content:
Front Matter....Pages i-xxi
Introduction to Adaptive Filtering....Pages 1-14
Fundamentals of Adaptive Filtering....Pages 15-77
The Least-Mean-Square (LMS) Algorithm....Pages 79-138
LMS-Based Algorithms....Pages 139-193
Conventional RLS Adaptive Filter....Pages 195-233
Adaptive Lattice-Based RLS Algorithms....Pages 235-286
Fast Transversal RLS Algorithms....Pages 287-307
QR-Decomposition-Based RLS Filters....Pages 309-359
Adaptive IIR Filters....Pages 361-422
Nonlinear Adaptive Filtering....Pages 423-465
Subband Adaptive Filters....Pages 467-526
Quantization Effects in the LMS and RLS Algorithms....Pages 527-558
Back Matter....Pages 559-568
....
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