Complex valued nonlinear adaptive filters:noncircularity, widely linear and neural models
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Main Authors: | |
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Group Author: | |
Published: |
Wiley,
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Publisher Address: | Chichester, U.K. |
Publication Dates: | 2009. |
Literature type: | Book |
Language: | English |
Series: |
Adaptive and learning systems for signal processing, communications, and control |
Subjects: | |
Carrier Form: | xviii, 324 p.: ill. ; 25 cm. |
ISBN: |
9780470066355 (cloth) 0470066350 (cloth) 9780470742631 0470742631 |
Index Number: | TP183 |
CLC: | TP183 |
Call Number: | TP183/M272 |
Contents: |
Includes bibliographical references (p. [309]-320) and index. The magic of complex numbers -- Why signal processing in the complex domain? -- Adaptive filtering architectures -- Complex nonlinear activation functions -- Elements of CR calculus -- Complex valued adaptive filters -- Adaptive filters with feedback -- Filters with an adaptive stepsize -- Filters with an adaptive amplitude of nonlinearity -- Data-reusing algorithms for complex valued adaptive filters -- Complex mappings and Möbius transformations -- Augmented complex statistics -- Widely linear estimation and augmented CLMS (ACLMS) -- Duality between complex valued and real valued filters -- Widely linear filters with feedback -- Collaborative adaptive filtering -- Adaptive filtering based on EMD . |