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Complex Valued Nonlinear Adaptive Filters: Noncircularity, Widely Linear and Neural Models (Adaptive and Learning Systems for Signal Processing, Communications and Control S.) (Hardback)
$101.05 - Save $11.23 (10%) - RRP $112.28 Free delivery worldwide (to United States and
all these other countries) Usually dispatched within 48 hours | |Short Description for Complex Valued Nonlinear Adaptive FiltersDiscusses linear and nonlinear complex valued adaptive filters, and methods for the processing of general complex signals. This title combines adaptive filtering algorithms for feedforward and feedback architectures and the developments in the statistics of complex variable, under the frameworks of CR calculus and augmented complex statistics.
Full description- Publisher: John Wiley and Sons Ltd
- Published: 17 April 2009
- Format: Hardback 344 pages
- See: Full bibliographic data
- Categories: Communications Engineering / Telecommunications | Signal Processing
- ISBN 13: 9780470066355 ISBN 10: 0470066350
- Sales rank: 297,403
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Full description for Complex Valued Nonlinear Adaptive Filters
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.
