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正态噪声非线性离散系统的次优递推滤波
引用本文:林建忠,何关钰.正态噪声非线性离散系统的次优递推滤波[J].上海交通大学学报,1993,27(5):111-116.
作者姓名:林建忠  何关钰
作者单位:上海交通大学应用数学系,上海交通大学应用数学系
摘    要:本文讨论非线性随机离散系统的扩展Kalman滤波形式。在系统状态噪声和观测噪声为不相关正态白噪声条件下,利用Sorenson-Alspach逼近获得了增益矩阵和协方差矩阵的新的递推关系式。

关 键 词:非线性  离散系统  递推滤波

Suboptimal Recursive Filter for Nonlinear Discrete-time Systems with Gaussian Noise
Lin Jianzhong,He Guanyu.Suboptimal Recursive Filter for Nonlinear Discrete-time Systems with Gaussian Noise[J].Journal of Shanghai Jiaotong University,1993,27(5):111-116.
Authors:Lin Jianzhong  He Guanyu
Institution:Lin Jianzhong;He Guanyu
Abstract:In this paper, the extended Kalman filter of a nonlinear discrete-time stochastic systems is discussed and developed, where the observation and the system noise is uncorrelated and both white. By using Sorenson-Alspach approxi- mation, the new recursive form of covariance matrix and gain matrix is derived.
Keywords:nonlinear discrete-time stochastic system  recursive filter  Sorenson-Alspach approximation
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