Then, both LMS adaptive algorithm and RLS adaptive algorithm are introduced in theory, as well as the converging performance and tracking performance of them and their improvement form are analyzed.

然后从理论上介绍了常用的两大类自适应算法—LMS类自适应算法和RLS类自适应算法，对两大类算法及其改进形式的收敛和跟踪性能优劣进行了分析。

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At first this paper studies the structure of the adaptive transversal filter, and analyzes the common adaptive filter algorithm (LMS, RLS and NLMS) 's characteristics and applied range, and so on.

首先本文研究了横向自适应滤波器结构，分析了自适应滤波的几种常用算法(LMS, RLS和NLMS)的特点，应用范围等。

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The algorithm can remarkably improve the convergence speed and precision of the identification process compared with the partially decoupled RLS adaptive identification algorithm.

该算法与部分解耦的RLS自适应算法相比，显著提高了辨识过程的收敛速度和精度。

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