Adaptive Signal Processing - Next Generation Solutions

Name: Adaptive Signal Processing - Next Generation Solutions
Brand: John Wiley & Sons Inc
SKU: 9780470195178
Price: 883.32 RON
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Autor: Tülay Adali, Simon Haykin

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Editura: John Wiley & Sons Inc

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Leading experts present the latest research results in adaptive signal processing§Recent development...

Informații despre carte

Autor

Tülay Adali, Simon Haykin

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2010

Pagini

424

EAN

9780470195178

ISBN

0470195177

Enbook ID

02721985

Editura

John Wiley & Sons Inc

Greutate

806

Dimensiuni

166 x 242 x 28

Descriere completă

Leading experts present the latest research results in adaptive signal processing§Recent developments in signal processing have made it clear that significant performance gains can be achieved beyond those achievable using standard adaptive filtering approaches. Adaptive Signal Processing presents the next generation of algorithms that will produce these desired results, with an emphasis on important applications and theoretical advancements. This highly unique resource brings together leading authorities in the field writing on the key topics of significance, each at the cutting edge of its own area of specialty. It begins by addressing the problem of optimization in the complex domain, fully developing a framework that enables taking full advantage of the power of complex-valued processing. Then, the challenges of multichannel processing of complex-valued signals are explored. This comprehensive volume goes on to cover Turbo processing, tracking in the subspace domain, nonlinear sequential state estimation, and speech-bandwidth extension.§Examines the seven most important topics in adaptive filtering that will define the next-generation adaptive filtering solutions§Introduces the powerful adaptive signal processing methods developed within the last ten years to account for the characteristics of real-life data: non-Gaussianity, non-circularity, non-stationarity, and non-linearity§Features self-contained chapters, numerous examples to clarify concepts, and end-of-chapter problems to reinforce understanding of the material§Contains contributions from acknowledged leaders in the field§Includes a Solutions Manual for instructors§Adaptive Signal Processing is an invaluable tool for graduate students, researchers, and practitioners working in the areas of signal processing, communications, controls, radar, sonar, and biomedical engineering.

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