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Fixed‐point steady‐state analysis of adaptive filters
Authors:Nabil R. Yousef  Ali H. Sayed
Abstract:The steady‐state performance of adaptive filters can vary significantly when they are implemented in finite precision arithmetic, which makes it vital to analyse their performance in a quantized environment. Such analyses can become difficult for adaptive algorithms with non‐linear update equations. This paper develops a feedback and energy‐conservation approach to the steady‐state analysis of quantized adaptive algorithms that bypasses some of the difficulties encountered by traditional approaches. Copyright © 2003 John Wiley & Sons, Ltd.
Keywords:adaptive filter  quantized analysis  finite wordlength  fixed point
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