一种抗干扰变步长自适应算法及其在振动主动控制中的应用

Wang Chunyu, He Lin, Li Yan, Z. Xiaoping, Zuo Lei
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引用次数: 4

摘要

由于实际应用环境的复杂性和传感设备测量的局限性,在振动控制系统中,噪声是不可避免的。在分析干扰对收敛过程的影响的基础上,提出了一种新的变步长自适应FxLMS算法,以减小干扰的负面影响。该算法既能很好地解决主动振动控制中的问题,又能在不降低收敛速度的前提下减小误差。仿真和实验结果表明,改进算法能有效降低噪声干扰,提高FxLMS算法在振动控制中的应用水平。
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An anti-interference variable-step adaptive algorithm and its application in active vibration control
Noise is unavoidable in a vibration control system due to the complexity of the actual application environment and the measuring limitation of sensing devices. In this paper, the jamming effects on the convergence process is analyzed and then we propose a new variable-step adaptive FxLMS algorithm which can reduce the negative effects of interference. The new algorithm can not only solve the problem in active vibration control (AVC) properly, but also decrease the misadjustment without slowing down the convergence rate. Simulation and experimental results show that the improved algorithm can effectively reduce the noise interference, and improve the application level of FxLMS algorithms in the case of vibration control.
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