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|a Unsupervised signal processing :
|b channel equalization and source separation /
|c João M.T. Romano [and others].
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|a Boca Raton :
|b CRC Press,
|c ©2011.
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|a 1 online resource (xxvii, 311 pages) :
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|a Cover13; -- Contents -- List of Figures -- List of Tables -- Foreword -- Preface -- Acknowledgments -- Authors -- Chapter 1: Introduction -- Chapter 2: Statistical Characterization of Signals and Systems -- Chapter 3: Linear Optimal and Adaptive Filtering -- Chapter 4: Unsupervised Channel Equalization -- Chapter 5: Unsupervised Multichannel Equalization -- Chapter 6: Blind Source Separation -- Chapter 7: Nonlinear Filtering and Machine Learning -- Chapter 8: Bio-Inspired Optimization Methods -- Appendix A: Some Properties of the Correlation Matrix -- Appendix B: Kalman Filter -- References -- Back cover.
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| 520 |
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|a Unsupervised Signal Processing: Channel Equalization and Source Separation provides a unified, systematic, and synthetic presentation of the theory of unsupervised signal processing. Always maintaining the focus on a signal processing-oriented approach, this book describes how the subject has evolved and assumed a wider scope that covers several topics, from well-established blind equalization and source separation methods to novel approaches based on machine learning and bio-inspired algorithms. From the foundations of statistical and adaptive signal processing, the.
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|a Signal processing.
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|a Source separation (Signal processing)
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|a Equalizers (Electronics)
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6 |
|a Traitement du signal.
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|a Séparation de sources (Traitement du signal)
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|a Electronic books.
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1 |
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|a Romano, João Marcos Travassos.
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2 |
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|a Taylor & Francis.
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|i has work:
|a Unsupervised signal processing (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCGPGMJ7gVkXTV7jXPgftjy
|4 https://id.oclc.org/worldcat/ontology/hasWork
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|i Print version:
|t Unsupervised signal processing.
|d Boca Raton : CRC Press, ©2011
|z 9780849337512
|w (DLC) 2010010720
|w (OCoLC)144565616
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|a Texas A&M University
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