{"product_id":"9781848210226","title":"Modeling, Estimation and Optimal Filtration in Signal Processing","description":"\u003ch1\u003eModeling, Estimation and Optimal Filtration in Signal Processing\u003c\/h1\u003e\u003ch3\u003eMohamed Najim\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eTechnology \u0026amp; Engineering \/ Electrical\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003eThe purpose of this book is to provide graduate students and practitioners with traditional methods and more recent results for model-based approaches in signal processing.\u003cbr\u003e Firstly, discrete-time linear models such as AR, MA and ARMA models, their properties and their limitations are introduced. In addition, sinusoidal models are addressed.\u003cbr\u003e Secondly, estimation approaches based on least squares methods and instrumental variable techniques are presented.\u003cbr\u003e Finally, the book deals with optimal filters, i.e. Wiener and Kalman filtering, and adaptive filters such as the RLS, the LMS and their variants.\u003c\/div\u003e\u003cdiv\u003e  \u003cb\u003eMohamed Najim\u003c\/b\u003e is Professor in signal processing at the ENSEIRB and Université Bordeaux I (France), where he leads the Signal and Image Processing group.\u003cbr\u003e An IEEE Fellow, he has worked in adaptive control and in the field of 1D and n-D identification in signal and image processing.\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e30 June 2008\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley-ISTE\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781848210226\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e400\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e26.4\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44315359215756,"sku":"9781848210226","price":247.46,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781848210226.jpg?v=1780109765","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781848210226","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}