自适应信号处理算法的有效性

Proceedings of 1994 IEEE International Symposium on Information Theory Pub Date : 1994-12-01 DOI:10.1109/ISIT.1994.394846

G. Moustakides

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引用次数: 1

摘要

提出了一种理论比较自适应估计算法的方法。该方法包括为类中的每个算法定义一个理论上可计算的量(功效)，它仅取决于数据的统计。效率越大，算法性能越好

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Efficacy of adaptive signal processing algorithms

A method for theoretically comparing a class of adaptive estimation algorithms is presented. The method consists in defining for each algorithm in the class a quantity (the efficacy) that is theoretically computable, that depends only on the statistics of the data. The larger the efficacy the better the algorithm performs.<>

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Proceedings of 1994 IEEE International Symposium on Information Theory

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