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抗串扰QR格型自适应滤波算法
引用本文:欧阳缮,方惠均.抗串扰QR格型自适应滤波算法[J].电路与系统学报,1996,1(2):19-24.
作者姓名:欧阳缮  方惠均
作者单位:桂林电子工业学院
基金项目:电子科学研究院预研基金
摘    要:本文就抗串扰自适应噪声抵消器,研究了一种递归最小二乘(RLS)格型自适应算法。算法的导出仅利用数值稳健的Givens。旋转方法,因此具有优越的数值性能和较好的模块化结构性能。算法不含平方根运算,十分适合用通用数字信号处理器实现。文中还就算法的阵列实现进行了探讨,只需增加少量的时间,即可实现高性能的自适应噪声抵消器。模拟结果表明,算法的收敛速度明显优于现有的LMS算法。

关 键 词:串扰  自适应滤波算法  QR  LMS算法  RLS  数字信号处理器  自适应算法  递归  通用  数值

A Crosstalk-Resistant QR Lattice Adaptive Filtering Algorithm
Ouyang Shan, Fang Huijun.A Crosstalk-Resistant QR Lattice Adaptive Filtering Algorithm[J].Journal of Circuits and Systems,1996,1(2):19-24.
Authors:Ouyang Shan  Fang Huijun
Abstract:A receive least squares (RLS) lattice adaptive algorithm is developed for a cmsstalk-resistant adaptive noise canceller (CTRANC). The derivation of the algorithm is based solely on numerical robust Givens rotations, which have superior numerical property and better modular structure performance. Becaase square-root operations are not included, the proposed algorithm is very suitable for the implementation ed a conventiona digital signal procossor(DSP). An array implementation scheme is discussed and a high performance ANC can be realixzed by increasing the computing tiee slightly. Simulation results show that the convergence speed is much faster than that of the ekishng least mean square (LMS) algorithm.
Keywords:Adaptive  noise canceller(ANC) algorithm  QR decomposition(QRD)  RLS algorthm  Array implementation  
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