There are lots of great material on Adaptive Signal Processing subject in the internet, buts its always a challenge to figure out a ready list of top books on Adaptive Signal Processing that one can refer to immediately. Even though online materials are good, but nothing can beat the depth of coverage that a book can offer. Hence, we researched the list of Adaptive Signal Processing books which are used by students worldwide and came up with top 10 Book Recommendations on Adaptive Signal Processing subject. These books can be used as a great starting point for anyone studying Adaptive Signal Processing and can also be used as a ready reference for Under-Graduate and Post-Graduate programs.
Most of these Adaptive Signal Processing books are also in the best-seller lists in Amazon website. We have added a brief description of these best books and have also included direct links to Amazon site (as affiliate). This allows anyone to directly visit the site and order printed copies of these best books.
Here is the full list of best reference books on Adaptive Signal Processing.
|1. “Adaptive Filter Theory” by S. Haykin
Book Review: This book explains various concepts and algorithms pertaining to the field of adaptive filter theory. The book discusses fundamentals of discrete time signal processing, in depth understanding of adaptive filters, basics of wiener filters, least mean square algorithms, recursive least square algorithms and nonlinear adaptive filters. The book also includes various experiments that illustrate the theory and applications of LMS and RLS algorithms. The book is suitable for graduate courses in the field of adaptive signal processing.
|2. “Adaptive Signal Processing” by B. Widrow and S.D. Stearns|
|3. “Adaptive Signal Processing” by Tülay Adali and Simon Haykin
Book Review: The book presents a set of algorithms with stress being laid of applications and advances in theory that produce the expected results. The book first addresses the optimization problem in complex domain. The book also develops a framework that is based on complex valued processing. The book later focuses on multi channel processing challenges and complex valued signals. The book also covers the concepts of turbo processing, subspace domain, nonlinear sequential state estimation and speech bandwidth extension. The book is very useful for students and researchers working in the field of signal processing, sonar and biomedical engineering.
|4. “Adaptive Signal Processing: Theory and Applications” by Alexander Thomas S Alexander|
|5. “ADAPTIVE SIGNAL PROCESSING” by S, BENESTY|
|6. “Adaptive Processing of Brain Signals” by Saeid Sanei|
|7. “Adaptive Control of Systems with Actuator and Sensor Nonlinearities” by Petar V Kokotovic Kokotovic Tao Gang Tao|
|8. “Adaptive Signal Processing in Wireless Communications” by Ibnkahla Mohamed|
|9. “Adaptive Signal Processing” by Davisson Longo|
|10. “Adaptive Radar Signal Processing: Toward the Development of Cognitive Radar” by Simon Haykin|
If any more book needs to be added to the list of best books on Adaptive Signal Processing Subject, please let us know.
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