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基于相关箕舌线的变步长自适应滤波算法
Variable Step Adaptive Filtering LMS Algorithm Based on Correlation Tongue-like Curve
【摘要】 针对箕舌线变步长自适应滤波算法(LMS)抗噪声能力差,不适合在噪声环境中使用的缺点,提出在步长更新时加入输入信号的控制,提高了系统的抗噪声性能。仿真表明,改进的算法比原算法具有更快的收敛速度和更强的抗噪声性能。
【Abstract】 This paper discussed an adaptive filter algorithm which added input signal to the step adjusting,due to bad reject noise in Tongue-like Curve variable step-size adaptive filtering algorithm.The simulation shows that the proposed algorithm not only has the virtue of rapid trace speed,but also has stronger ability of reject noise.
【关键词】 变步长自适应滤波算法;
相关箕舌线;
抗噪声性能;
【Key words】 variable step-size adaptive filtering algorithm; correlation tongue-like curve; reject noise;
【Key words】 variable step-size adaptive filtering algorithm; correlation tongue-like curve; reject noise;
【基金】 陕西省教育厅科研基金(2010JK835);西安邮电学院中青年科研基金(ZL2010-25)
- 【文献出处】 微电机 ,Micromotors , 编辑部邮箱 ,2011年08期
- 【分类号】TN713
- 【被引频次】4
- 【下载频次】82