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Adaptive signal processing : next generation solutions / edited by Tülay Adali, Simon Haykin

Published
New York : IEEE, Institute of Electrical and Electronics Engineers ; [Hoboken, N.J.] : Wiley, [2010]
Copyright Date
©2010
Physical Description
xv, 407 pages : illustrations ; 25 cm.
Additional Creators
Adali, Tülay and Haykin, Simon S., 1931-

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Series
Contents
Ch. 1. Complex-Valued Adaptive Signal Processing -- Ch. 2. Robust Estimation Techniques for Complex-Valued Random Vectors -- Ch. 3. Turbo Equalization -- Ch. 4. Subspace Tracking for Signal Processing -- Ch. 5. Particle Filtering -- Ch. 6. Nonlinear Sequential State Estimation for Solving Pattern-Classification Problems -- Ch. 7. Bandwidth Extension of Telephony Speech.
Summary
"Recent development in signal processing have made it clear that significant performance gains can be achieved beyond those achievable using standard adaptive filtering approaches. Adoptive 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."--BOOK JACKET.
Subject(s)
ISBN
9780470195178 (cloth)
0470195177 (cloth)
Bibliography Note
Includes bibliographical references and index.
View MARC record | catkey: 6140824