一类基于最小二乘法的声发射源组合定位算法
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摘要
介绍了声发射源时差定位方法的基本原理及其常用的声发射源定位方法.针对声发射源三维定位常规算法中初始值的选取影响算法收敛速度和定位精度的问题,充分利用最小二乘算法的估计特性,改进定位算法,提出一类基于最小二乘法的Geiger优化迭代组合定位算法.数值仿真算例表明:该方法能有效解决迭代法的初始值问题,保证算法的收敛并且提高迭代算法的收敛速度.
The location of AE(acoustic emission) source is an important task of acoustic emission monitoring. The basic principle of time difference of arrival(TDOA) location and conventional relevant methods to locate the acoustic emission source are described. Since the choice of initial value affects convergence rate and location accuracy in the 3-D algorithm of AE source location,a new Geiger iterative combination algorithm taking fully the advantage of estimation of the least square method is proposed to optimize the location. Numerical simulation showed that the algorithm proposed can effectively solve the problem of initial value for iteration and ensure the algorithm convergence with convergence rate improved.
引文
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