{"product_id":"theory-and-design-of-adaptive-filters","title":"Theory and Design of Adaptive Filters","description":"\u003cp\u003eTheory and Design of Adaptive Filters \u003c\/p\u003e\n\u003cp\u003e Published in 1987 by John R. Treichler, C. Richard Johnson Jr., and Michael J. Larimore.\u003c\/p\u003e\n\u003cp\u003eThis book is a comprehensive and mathematically rigorous treatment of adaptive filter theory and design, a key area in digital signal processing. It focuses on systems that automatically adjust their parameters in response to changing input signals and environments.\u003c\/p\u003e\n\u003cp\u003eThe text begins with foundational concepts in linear systems, random processes, and signal modeling, providing the theoretical background necessary to understand adaptive filtering. It then introduces the principles of estimation and optimization, which underpin adaptive algorithms.\u003c\/p\u003e\n\u003cp\u003eA central focus of the book is the development and analysis of major adaptive filtering algorithms, including:\u003c\/p\u003e\n\u003cp\u003eLeast Mean Squares (LMS) algorithms\u003cbr\u003eRecursive Least Squares (RLS) methods\u003cbr\u003eGradient-based adaptation techniques\u003c\/p\u003e\n\u003cp\u003eThe authors examine these algorithms in detail, covering convergence behavior, stability, computational complexity, and performance trade-offs. Mathematical derivations are emphasized to provide a deep understanding of how and why the algorithms work.\u003c\/p\u003e\n\u003cp\u003eThe book also explores practical design considerations, such as:\u003c\/p\u003e\n\u003cp\u003eFinite precision effects and implementation issues\u003cbr\u003eTracking performance in nonstationary environments\u003cbr\u003eNoise and interference handling\u003c\/p\u003e\n\u003cp\u003eApplications discussed include:\u003c\/p\u003e\n\u003cp\u003eEcho and noise cancellation\u003cbr\u003eSystem identification\u003cbr\u003eChannel equalization in communications systems\u003c\/p\u003e","brand":"Stemcell Science Shop","offers":[{"title":"Default Title","offer_id":43140220878946,"sku":"TH-4887","price":18.0,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1627\/0819\/files\/IMG_6914.jpg?v=1784743498","url":"https:\/\/www.osadia.ca\/fr\/products\/theory-and-design-of-adaptive-filters","provider":"Osadia Concept Store","version":"1.0","type":"link"}