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A study of time-domain FXLMS algorithms with control output constraint

机译:具有控制输出约束的时域FXLMS算法研究

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摘要

A single input, single output active noise control system using the time-domain Filtered-X LMS algorithm with output constraint is investigated. The constraint on the output of the control filter is applied by three different methods: the leakage algorithm based on the transformation method using a penalty function the re-scaling algorithm based on the active set method; and the simple practical (clipping) algorithm which just clips the output if a constrain is encountered. A comparison of the three algorithms shows that the re-scaling algorithm can usually work successfully under the constraint, while the leakage algorithm usually needs a large leakage coefficient to satisfy the constraint with a resulting performance loss. The clipping algorithm has potential problems both with the stability and convergence speed.
机译:研究了使用具有输出约束的时域Filtered-X LMS算法的单输入单输出有源噪声控制系统。通过三种不同的方法来施加对控制滤波器输出的约束:基于使用罚函数的变换方法的泄漏算法,基于有效集方法的重缩放算法;以及简单实用的(剪切)算法,如果遇到约束,该算法仅剪切输出。三种算法的比较表明,重新缩放算法通常可以在约束条件下成功工作,而泄漏算法通常需要较大的泄漏系数才能满足约束条件,从而导致性能损失。削波算法在稳定性和收敛速度上都有潜在的问题。

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