Modeling, Estimation and Optimal Filtration in Signal Processing

Modeling, Estimation and Optimal Filtration in Signal Processing pdf epub mobi txt 电子书 下载 2025

出版者:
作者:Mohamed Najim
出品人:
页数:400
译者:
出版时间:2008-6
价格:$ 210.00
装帧:
isbn号码:9781848210226
丛书系列:
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The 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. 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. Secondly, estimation approaches based on least squares methods and instrumental variable techniques are presented. 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.

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