| 基于双线性滤波器的自适应有源消声算法的研究 |
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| 引用本文： | 伍彩云. 基于双线性滤波器的自适应有源消声算法的研究[J]. 微计算机信息, 2012, 0(2): 30-31 |
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| 作者姓名： | 伍彩云 |
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| 作者单位： | 沈阳理工大学信息科学与工程学院 |
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| 摘 要： | 利用双线性滤波器对非线性信号处理方面的优势,同时结合李雅普诺夫稳定性理论,提出BF-LMS算法。该算法首先定义李雅普诺夫函数,然后对双线性滤波器的权系数进行自适应调整,并且根据李雅普诺夫稳定性理论,使误差渐近趋近于零,从而达到能够避免传统噪声控制方法中对噪声信号统计特性的依赖性,最终使系统达到渐近稳定。
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| 关 键 词： | 自适应有源消声 李雅普诺夫稳定理论 自适应控制 |
The study of Active Noise Control Algorithm based on the bilinear filter |
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| Shenyang Ligong University,Shenyang,China WU Cai-yun. The study of Active Noise Control Algorithm based on the bilinear filter[J]. Control & Automation, 2012, 0(2): 30-31 |
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| Authors: | Shenyang Ligong University Shenyang China WU Cai-yun |
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| Affiliation: | (Shenyang Ligong University,Shenyang 110159,China) WU Cai-yun |
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| Abstract: | Utilizing the benefits of the adaptive bilinear on nonlinear signal processing,and applies the Lyapunov stability theory into the active noise control system,the BF-LMS algorithm is proposed.Unlike the traditional FXLMS algorithm using gradient theory,a Lyapunov function of the tracking error is defined,and tracking error converges to zero asymptotically by adjusting the adaptive output error bilinear filter coefficient. |
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| Keywords: | Active noise control Lyapunov stability theory adaptive control |
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