{"product_id":"unsupervised-signal-processing-jozoo-marcos-travassos-romano-9780849337512","title":"Unsupervised Signal Processing: Channel Equalization and Source Separation","description":"\u003cp\u003e\u003cstrong\u003eUnsupervised Signal Processing: Channel Equalization and Source Separation\u003c\/strong\u003e 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.\u003c\/p\u003e\u003cp\u003eFrom 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: \u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eProvides a solid background on the statistical characterization of signals and systems and on linear filtering theory \u003c\/li\u003e \u003cli\u003eEmphasizes the link between supervised and unsupervised processing from the perspective of linear prediction and constrained filtering theory\u003c\/li\u003e \u003cli\u003eAddresses key issues concerning equilibrium solutions and equivalence relationships in the context of unsupervised equalization criteria\u003c\/li\u003e \u003cli\u003eProvides a systematic presentation of source separation and independent component analysis\u003c\/li\u003e \u003cli\u003eDiscusses some instigating connections between the filtering problem and computational intelligence approaches.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eBuilding 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.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e João Marcos Travassos Romano,Romis Attux,Charles Casimiro Cavalcante\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0849337518\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780849337512\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/28\/2010\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 340\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eReference and Research Bk News\u003c\/i\u003e 02\/01\/2011 pg. 333","brand":"João Marcos Travassos Romano","offers":[{"title":"Hardcover","offer_id":48065212940543,"sku":"9780849337512","price":230.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_95d18314-4f8a-433a-b172-b17265faad0e.jpg?v=1768673722","url":"https:\/\/www.whiterainbookhouse.com\/products\/unsupervised-signal-processing-jozoo-marcos-travassos-romano-9780849337512","provider":"WR Book House","version":"1.0","type":"link"}