{"product_id":"modeling-estimation-and-optimal-filtering-in-signal-processing-9781848210226","title":"Modeling, Estimation and Optimal Filtering in Signal Processing","description":"\u003cp\u003e • Author(s): Mohamed Najim\u003cbr\u003e • Publisher: Wiley-Iste\u003cbr\u003e • Publisher Imprint: Wiley-Iste\u003cbr\u003e • BISAC: Telecommunications\u003c\/p\u003e\u003cp\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\/p\u003e","brand":"Wiley-Iste","offers":[{"title":"Hardcover","offer_id":45204038287511,"sku":"9781848210226","price":16836.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781848210226.webp?v=1769208997","url":"https:\/\/atlanticbooks.com\/products\/modeling-estimation-and-optimal-filtering-in-signal-processing-9781848210226","provider":"Atlantic Books","version":"1.0","type":"link"}