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An anti-interference variable-step adaptive algorithm and its application in active vibration control

机译:抗干扰可变步骤自适应算法及其在主动振动控制中的应用

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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.
机译:由于实际应用环境的复杂性和传感装置的测量限制,振动控制系统中的噪音是不可避免的。在本文中,分析了对收敛过程的干扰效应,然后提出了一种新的可变步骤自适应FXLMS算法,可以降低干扰的负面影响。新算法不仅可以正确解决主动振动控制(AVC)的问题,而且还可以降低误解而不会减慢收敛速度。仿真和实验结果表明,改进的算法可以有效地降低噪声干扰,提高振动控制的情况下FXLMS算法的应用水平。

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