摘要
提出一种基于多级维纳滤波器(MSWF)和稳定图的电压闪变信号检测方法。首先利用MSWF实现信号子空间的快速估计,不需要进行数据矩阵的奇异值分解,大大降低了计算量;然后利用总体最小二乘-旋转不变技术(TLS-ESPRIT)实现对闪变信号的高精度检测;结合稳定图的思想实现对信号分量个数的准确估计,更直观、可靠。Matlab仿真结果表明,该方法计算复杂度低、计算精度高、计算速度快。
The paper proposes a method for voltage flicker signal detection based on multi-stage wiener filter (MSWF) and stabilization diagram. First, the MSWF is used to rapidly estimate signal subspace. Since singular value decomposition for data matrix is no longer needed, the computation can be considerably reduced. Then, the total least squares rotation invariant technology (TLS-ESPRIT) is adopted to realize the high precision testing on flicker signal. Combined with the stabilization diagram, accurate estimates of the number of signal components can be made more directly and reliably. The Matlab simulation results show that this method has low computing complexity, high precision and fast computing speed.
出处
《电网与清洁能源》
2012年第1期4-8,共5页
Power System and Clean Energy
基金
国家自然科学基金项目(No.50777007)~~
关键词
电压闪变
多级维纳滤波器
总体最小二乘-旋转
稳定图理论
voltage flicker
multilevel wiener filter
total least squares rotation invariant technology
stabilization diagram