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Adaptive Signal Processing

Applications to Real-World Problems

  • Book
  • © 2003

Overview

Editors:
  1. Jacob Benesty

    1. Bell Labs, Lucent Technologies, Murray Hill, USA

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    You can also search for this editor in PubMed   Google Scholar

  2. Yiteng Huang

    1. Bell Labs, Lucent Technologies, Murray Hill, USA

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    You can also search for this editor in PubMed   Google Scholar

  • Among many other books on adaptive filters, this is the one concentrating on applications
  • The topics are: Acoustics and Speech Processing, Wireless and Optical Communications, Communication Networks
  • Both editors are researchers at Bell Labs - they invited contributions of authorative experts

Part of the book series: Signals and Communication Technology (SCT)

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Table of contents (12 chapters)

  1. Front Matter

    Pages I-XVIII
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  2. On a Class of Exponentiated Adaptive Algorithms for the Identification of Sparse Impulse Responses

    • Jacob Benesty, Yiteng Huang, Dennis R. Morgan
    Pages 1-22

  3. Adaptive Feedback Cancellation in Hearing Aids

    • James M. Kates
    Pages 23-57

  4. Single-Channel Acoustic Echo Cancellation

    • Eberhard Hänsler, Gerhard Schmidt
    Pages 59-93

  5. Multichannel Frequency-Domain Adaptive Filtering with Application to Multichannel Acoustic Echo Cancellation

    • Herbert Buchner, Jacob Benesty, Walter Kellermann
    Pages 95-128

  6. Filtering Techniques for Noise Reduction and Speech Enhancement

    • Jingdong Chen, Yiteng Huang, Jacob Benesty
    Pages 129-154

  7. Adaptive Beamforming for Audio Signal Acquisition

    • Wolfgang Herbordt, Walter Kellermann
    Pages 155-194

  8. Blind Source Separation of Convolutive Mixtures of Speech

    • Shoji Makino
    Pages 195-225

  9. Adaptive Multichannel Time Delay Estimation Based on Blind System Identification for Acoustic Source Localization

    • Yiteng Huang, Jacob Benesty
    Pages 227-247

  10. Algorithms for Adaptive Equalization in Wireless Applications

    • Markus Rupp, Andreas Burg
    Pages 249-281

  11. Adaptive Space-Time Processing for Wireless CDMA

    • Sofiène Affes, Paul Mermelstein
    Pages 283-321

  12. The IEEE 802.11 System with Multiple Receive Antennas

    • Vijitha Weerackody
    Pages 323-340

  13. Adaptive Estimation of Clock Skew and Different Types of Delay in the Internet Network

    • Jacob Benesty
    Pages 341-351

  14. Back Matter

    Pages 353-356
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Keywords

About this book

By adaptive signal processing, we mean, in general, adaptive ?ltering.In- known environments where we need to model, identify, or track time-varying channels, adaptive ?ltering has been proven to be an e?ective and powerful tool. As a result, this tool is now in use in many di?erent ?elds. Since the invention, by Widrow and Ho? in 1959, of one of the ?rst ad- tive ?lters, the so-called least-mean-square, many applications appeared to have the potential to use this fundamental concept. While the number of - plications (using adaptive algorithms) has been (and keeps) ?ourishing with time, thanks to several successes, the need for more sophisticated adaptive algorithms became obvious as real-world problems are more complex and more demanding. Even though the theory of adaptive ?ltering is already a well-established topic in signal processing, new and improved concepts are discovered every year by researchers. Some of these recent approaches are discussed in this book. The goal of this book is to provide, for the ?rst time, a reference to the hottest real-world applications where adaptive ?ltering techniques play an important role. To do so, we invited top researchers in di?erent ?elds to c- tribute chapters addressing their speci?c topic of study. Thousands of pages wouldprobablynotbe enoughto describeallthe practicalapplicationsutil- ing adaptive algorithms. Therefore, we limited the topics to some important applications in acoustics, speech, wireless, and networking, where research is still very active and open.

Editors and Affiliations

  • Bell Labs, Lucent Technologies, Murray Hill, USA

    Jacob Benesty, Yiteng Huang

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