{"product_id":"multiscale-signal-analysis-and-modeling-9781489996848","title":"Multiscale Signal Analysis and Modeling","description":"\u003cp\u003e • Author(s): Xiaoping Shen\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - Multivariate Analysis\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eMultiscale Signal Analysis and Modeling\u003c\/i\u003e presents recent advances in multiscale analysis and modeling using wavelets and other systems. This book also presents applications in digital signal processing using sampling theory and techniques from various function spaces, filter design, feature extraction and classification, signal and image representation\/transmission, coding, nonparametric statistical signal processing, and statistical learning theory. \u003c\/p\u003e\u003cp\u003eThis book also: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDiscusses recently developed signal modeling techniques, such as the multiscale method for complex time series modeling, multiscale positive density estimations, Bayesian Shrinkage Strategies, and algorithms for data adaptive statistics\u003c\/li\u003e\n\u003cli\u003eIntroduces new sampling algorithms for multidimensional signal processing \u003c\/li\u003e\n\u003cli\u003eProvides comprehensive coverage of wavelets with presentations on waveform design and modeling, wavelet analysis of ECG signals and wavelet filters\u003c\/li\u003e\n\u003cli\u003eReviews features extraction and classification algorithms for multiscale signal and image processing using Local Discriminant Basis (LDB) \u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDevelops multi-parameter regularized extrapolating estimators in statistical learning theory\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003ci\u003eMultiscale Signal Analysis and Modeling \u003c\/i\u003eis an ideal book for graduate students and practitioners, especially those working in or studying the field of signal\/image processing, telecommunication and applied statistics. It can also serve as a reference book for engineers, researchers and educators interested in mathematical and statistical modeling.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45274105774231,"sku":"9781489996848","price":7277.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781489996848.webp?v=1769238844","url":"https:\/\/atlanticbooks.com\/products\/multiscale-signal-analysis-and-modeling-9781489996848","provider":"Atlantic Books","version":"1.0","type":"link"}