{"product_id":"adaptive-filtering-fundamentals-of-least-mean-squares-with-matlab-r-9781482253351","title":"Adaptive Filtering: Fundamentals of Least Mean Squares with Matlab(r)","description":"\u003cp\u003e • Author(s): Alexander D. Poularikas\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • Subject: Engineering\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAdaptive filters are used in many diverse applications, appearing in everything from military instruments to cellphones and home appliances. \u003cb\u003eAdaptive Filtering: Fundamentals of Least Mean Squares with MATLAB(R) \u003c\/b\u003ecovers the core concepts of this important field, focusing on a vital part of the statistical signal processing area--the least mean square (LMS) adaptive filter. \u003c\/p\u003e\u003cp\u003eThis largely self-contained text: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDiscusses random variables, stochastic processes, vectors, matrices, determinants, discrete random signals, and probability distributions\u003c\/li\u003e \u003cli\u003eExplains how to find the eigenvalues and eigenvectors of a matrix and the properties of the error surfaces\u003c\/li\u003e \u003cli\u003eExplores the Wiener filter and its practical uses, details the steepest descent method, and develops the Newton's algorithm\u003c\/li\u003e \u003cli\u003eAddresses the basics of the LMS adaptive filter algorithm\u003cb\u003e, \u003c\/b\u003e considers LMS adaptive filter variants, and provides numerous examples\u003c\/li\u003e \u003cli\u003eDelivers a concise introduction to MATLAB(R), supplying problems, computer experiments, and more than 110 functions and script files\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eFeaturing robust appendices complete with mathematical tables and formulas, \u003cb\u003e Adaptive Filtering: Fundamentals of Least Mean Squares with MATLAB(R) \u003c\/b\u003eclearly describes the key principles of adaptive filtering and effectively demonstrates how to apply them to solve real-world problems.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Paperback","offer_id":45236755759255,"sku":"9781482253351","price":8716.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781482253351.webp?v=1769214285","url":"https:\/\/atlanticbooks.com\/products\/adaptive-filtering-fundamentals-of-least-mean-squares-with-matlab-r-9781482253351","provider":"Atlantic Books","version":"1.0","type":"link"}