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Adaptive Digital Filters

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This text emphasizes the intricate relationship between adaptive filtering and signal analysis - highlighting stochastic processes, signal representations and properties, analytical tools, and implementation methods. This second edition includes new chapters on adaptive techniques in communications and rotation-based algorithms. It provides practical applications in information, estimation, and circuit theories.

Author(s): Nancy L. Geller
Series: Signal Processing and Communications
Edition: 2
Publisher: CRC Press, Marcel Dekker
Year: 2001

Language: English
Pages: 464

Series Introduction......Page 8
Preface......Page 10
Contents......Page 12
Adaptive Filtering and Signal Analysis......Page 14
Signals and Noise......Page 28
Correlation Function and Matrix......Page 70
Gradient Adaptive Filters......Page 114
Linear Prediction Error Filters......Page 158
Fast Least Squares Transversal Adaptive Filters......Page 202
Other Adaptive Filter Algorithms......Page 248
Lattice Algorithms and Geometrical Approach......Page 306
Rotation-Based Algorithms......Page 344
Spectral Analysis......Page 370
Circuits and Miscellaneous Applications......Page 398
Adaptive Techniques in Communications......Page 420
Index......Page 460