{"product_id":"advanced-signal-processing-a-concise-guide-9781260458930","title":"Advanced Signal Processing: A Concise Guide","description":"\u003cp\u003e • Author(s): Amir-Homayoon Najmi\u003cbr\u003e • Publisher: McGraw-Hill Education\u003cbr\u003e • Publisher Imprint: McGraw-Hill Education\u003cbr\u003e • BISAC: Electrical\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePublisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eA comprehensive introduction to the mathematical principles and algorithms in statistical signal processing and modern neural networks. \u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis text is an expanded version of a graduate course on advanced signal processing at the Johns Hopkins University Whiting school program for professionals with students from electrical engineering, physics, computer and data science, and mathematics backgrounds. It covers the theory underlying applications in statistical signal processing including spectral estimation, linear prediction, adaptive filters, and optimal processing of uniform spatial arrays. Unique among books on the subject, it also includes a comprehensive introduction to modern neural networks with examples in time series prediction and image classification. \u003c\/p\u003e\u003cp\u003eCoverage includes: \u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eMathematical structures of signal spaces and matrix factorizations\u003c\/li\u003e\n\u003cli\u003elinear time-invariant systems and transforms\u003c\/li\u003e\n\u003cli\u003eLeast squares filters\u003c\/li\u003e\n\u003cli\u003eRandom variables, estimation theory, and random processes\u003c\/li\u003e\n\u003cli\u003eSpectral estimation and autoregressive signal models\u003c\/li\u003e\n\u003cli\u003elinear prediction and adaptive filters\u003c\/li\u003e\n\u003cli\u003eOptimal processing of linear arrays\u003c\/li\u003e\n\u003cli\u003eNeural networks\u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"McGraw-Hill Education","offers":[{"title":"Hardcover","offer_id":45036615303319,"sku":"9781260458930","price":10035.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781260458930.webp?v=1769213662","url":"https:\/\/atlanticbooks.com\/products\/advanced-signal-processing-a-concise-guide-9781260458930","provider":"Atlantic Books","version":"1.0","type":"link"}