Free PDF BookUnsupervised Signal Processing Channel Equalization and Source Separation

Download PDF Unsupervised Signal Processing Channel Equalization and Source Separation

Download PDF Unsupervised Signal Processing Channel Equalization and Source Separation

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Book Details :
Published on: 2016-04-19
Released on: 2016-04-19
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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 authors explore and elaborate on emerging tools, such as machine learning-based solutions and bio-inspired methods. With a fresh take on this exciting area of study, this book:Provides a solid background on the statistical characterization of signals and systems and on linear filtering theory Emphasizes the link between supervised and unsupervised processing from the perspective of linear prediction and constrained filtering theoryAddresses key issues concerning equilibrium solutions and equivalence relationships in the context of unsupervised equalization criteriaProvides a systematic presentation of source separation and independent component analysisDiscusses some instigating connections between the filtering problem and computational intelligence approaches.Building on more than a decade of the authors’ work at DSPCom laboratory, this book applies a fresh conceptual treatment and mathematical formalism to important existing topics. The result is perhaps the first unified presentation of unsupervised signal processing techniques—one that addresses areas including digital filters, adaptive methods, and statistical signal processing. With its remarkable synthesis of the field, this book provides a new vision to stimulate progress and contribute to the advent of more useful, efficient, and friendly intelligent systems. CRCnetBASE - Unsupervised Signal Processing Unsupervised Signal Processing. Channel Equalization and Source Separation. ... Chapter 4. Unsupervised Channel Equalization Unsupervised signal processing : channel equalization and ... Unsupervised signal processing : channel equalization and source ... channel equalization and source separation a ... Unsupervised channel equalization ... Unsupervised Signal Processing_Channel Equalization and ... UNSUPERVISED SIGNAL PROCESSING Channel Equalization and Source Separation UNSUPERVISED ... Channel equalization and source separation can be dealt with separately ... Unsupervised Signal Processing: Channel Equalization and ... Unsupervised Signal Processing: Channel Equalization and Source Separation provides a unified ... Channel Equalization and Source Separation provides a unified ... Unsupervised Signal Processing: Channel Equalization and ... Unsupervised Signal Processing: Channel Equalization and Source Separation: Deconvolution Identification and Separation: ... Channel Equalization and Source ... Unsupervised Signal Processing: Channel Equalization and ... Unsupervised Signal Processing: Channel Equalization and ... Channel Equalization and Source Separation ... of unsupervised signal processing ... Unsupervised Signal Processing: Channel Equalization and ... Unsupervised Signal Processing: Channel Equalization and ... the theory of unsupervised signal processing. ... Channel Equalization and Source Separation ... Unsupervised Signal Processing: Channel Equalization and ... Unsupervised Signal Processing: Channel Equalization ... of unsupervised signal processing techniques ... Channel Equalization and Source Separation: UNSUPERVISED SIGNAL PROCESSING - crcnetbase.com UNSUPERVISED SIGNAL PROCESSING Channel Equalization and Source Separation. ... Channel Equalization and Source Separation Joao M. T. Romano Romis R. de F. Attux Unsupervised Signal Processing: Channel Equalization and ... Unsupervised Signal Processing: Channel ... Channel Equalization and Source Separation ... and synthetic presentation of the theory of unsupervised signal processing.
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