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Adaptive Nonlinear System Identification: The Volterra and Wiener Model Approaches

Adaptive Nonlinear System Identification: The Volterra and Wiener Model Approaches

Hardcover

Series: Signals and Communication Technology

Technology & Engineering

ISBN10: 0387263284
ISBN13: 9780387263281
Publisher: Springer Nature
Published: Sep 12 2007
Pages: 232
Weight: 0.73
Height: 0.87 Width: 7.21 Depth: 9.39
Language: English

This professional level book introduces engineers and researchers to the field of nonlinear adaptive system identification. It first describes the general field and then develops both the Volterra model approach and the discrete Wiener model approach. The performances of the two model approaches are compared. Devoted especially to polynomial types of nonlinearities for which the Volterra and Wiener approaches are well-suited, Adaptive Nonlinear system Identification focuses on System Identification applications of the adaptive methods covered. These methods can be applied to other applications of adaptive nonlinear processes. The book also covers recent research results in the area of adaptive nonlinear system identification from the author and other researchers in the field.

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