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Single channel Active noise control based on s-genetic algorithm

机译:基于s遗传算法的单通道有源噪声控制

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摘要

In active noise control, the Filtered-x LMS algorithm has been widely used, but it is inefficient to the nonlinear noise control;then the Filtered-s LMS algorithm using the FLANN structure to solve the nonlinear problem,but these two algorithms need identification of secondary path and may converge to local minima;this paper using FLANN structure and genetic algorithm(S-GA),which don't need identification of secondary path and avoids local minima, Computer simulation show that S-GA is able to find satisfactory solutions even in the presence of nonlinearities in the secondary path.
机译:在主动噪声控制中,过滤器XLMS算法已被广泛使用,但是对于非线性噪声控制效率低;然后使用FLANN结构来解决非线性问题的过滤器LMS算法,但这两个算法需要识别次级路径和可能会聚到局部最小值;本文使用FLANN结构和遗传算法(S-GA),这不需要识别二次路径并避免局部最小值,计算机仿真显示S-GA能够找到令人满意的解决方案即使在二级路径中存在非线性。

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