摘要
为提高双曲线拟合精度和速度,克服M2因子测量过程中受到随机误差的影响,采用正规方程组拟合双曲线的方法,给出了三角分解法求解正规方程组的快速数值算法。实验结果表明,采用正规方程组求解光束质量M2因子与奇异值分解法所得结果是一致的,且该方法速度快、精度高,运算速度可提高一个数量级。
To improve the precision and speed of fitting hyperbola, and to overcome the influence of random errors between the measurement of laser beam quality factor M2, the method for fitting hyperbola with NE ( Normal Equations) is adopted. The fast numerical algorithm of solving tion is presented. It is shown by experiments that the M^2 factors the normal equations with triangular decomposiobtained by the normal equations method is consistent with that solved with SVD (Singular Value Decomposition) method, but the first one is faster and more accurate, the operation speed can be improved by one order of magnitude.
出处
《吉林大学学报(信息科学版)》
CAS
2009年第5期476-480,共5页
Journal of Jilin University(Information Science Edition)
基金
国防科工委计划基金资助项目(60677009)
关键词
M2因子
最小二乘法
正规方程组
三角分解法
M^2 factor
least square method
normal equations
triangular decomposition