计算机与数字工程2012,Vol.40Issue(12):1-3,3.
基于小波变换域的实时估计噪声特性算法研究
Noise Property Real-time Estimation Algorithm Based on Wavelet Transform Domain
摘要
Abstract
In order to address the problems of estimate unknown measurement noise statistical properties(mean and variance)in the case of non-standard Kalman filter, noise property real-time estimation algorithm based on wavelet transform domain is proposed. The presented algorithm can track the changes of the measurement noise and estimate the mean and covariance in real time. Simulation verify the feasibility and effectiveness of the algorithm and the estimation accuracy improved about an order of magnitude estimates of the unknown observation noise variance.关键词
滤波/观测噪声/实时估计/小波Key words
filter/measurement noise/ real-time estimation/ wavelet分类
信息技术与安全科学引用本文复制引用
李昂,李安,胡柏青,罗银波,覃方君..基于小波变换域的实时估计噪声特性算法研究[J].计算机与数字工程,2012,40(12):1-3,3.基金项目
国家自然科学基金(编号:61104184)资助. (编号:61104184)