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。
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。
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。
RLS algorithm, the preparation of a MATLAB program to achieve adaptive interference cancellation.
RLS算法，编写了MATLAB程序实现自适应干扰对消。
The coefficients of the FIR transversal filter was identified by using adaptive RLS algorithm while the output signal of the vibration pick-up was input into the FIR transversal filter.
该方法是将拾振器的输出信号作为FIR横向滤波器的输入，用自适应rls算法对FIR横向滤波器系数进行辨识而最终获得可以恢复拾振器原始输入信号的反卷积滤波器。
For the proposed one we use the fast RLS algorithm in lattice predictive filtering part with some modification and the LMS in adaptive transversal filtering part.
算法在格型预测器部分采用快速RLS算法，而在自适应横向滤波器部分采用LMS算法，并加以适当改进。
Results The adaptive RLS algorithm could restrain respiration component of vital parameter signal and extract heartbeat signal.
目的：从生物雷达非接触式检测所得生命参数信号中提取心跳信号，实现呼吸和心跳信号的有效分离。
Results The adaptive RLS algorithm could restrain respiration component of vital parameter signal and extract heartbeat signal.
目的：从生物雷达非接触式检测所得生命参数信号中提取心跳信号，实现呼吸和心跳信号的有效分离。
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