Complex Valued Nonlinear Adaptive Filters 2024 pdf epub mobi 电子书

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发表于2024-11-13

Complex Valued Nonlinear Adaptive Filters 2024 pdf epub mobi 电子书

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出版者:Wiley

作者:Danilo Mandic

出品人:

页数:344

译者:

出版时间:2009-6-9

价格:USD 150.00

装帧:Hardcover

isbn号码:9780470066355

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Complex Valued Nonlinear Adaptive Filters 2024 pdf epub mobi 电子书图书描述

This book was written in response to the growing demand for a text that provides a unified treatment of linear and nonlinear complex valued adaptive filters, and methods for the processing of general complex signals (circular and noncircular). It brings together adaptive filtering algorithms for feedforward (transversal) and feedback architectures and the recent developments in the statistics of complex variable, under the powerful frameworks of CR (Wirtinger) calculus and augmented complex statistics. This offers a number of theoretical performance gains, which is illustrated on both stochastic gradient algorithms, such as the augmented complex least mean square (ACLMS), and those based on Kalman filters. This work is supported by a number of simulations using synthetic and real world data, including the noncircular and intermittent radar and wind signals.

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