Exponential convergence of recursive least squares with exponential forgetting factor --adaptive control. Systems & Control Letters. 1982; 2: 69-76.R. M. Johnstone and B. D. O. Anderson, Exponential convergence
1.In the method, Forgetting Factor Recursive Least-squares algorithm is used to estimate time-varying parameters The Simulation result shows the change tendency of the parameters according to time.采用遗忘因子递推最小二乘法辨识算法跟踪时变参数,仿真并给出参数变化曲线。 2)EFRLS推广的遗忘因子递推最...
3. Main Contribution In this paper, a new control algorithm based on recursive least squares (RLS) is proposed, which uses the variable forgetting factor to obtain the optimal convergence rate. This method offers a faster convergence rate and robustness with system parameters than the fixed-step ...
Forgetting factor recursive least squares method The model-based approaches are greatly dependent on the accuracy of the ECM, and the variable model parameters affect SOC estimation. Therefore, it is crucial to use a suitable method to accurately calculate the model parameters. The frequency domain ...
6.Application of the Extented Forgetting Factor Recursive Least Squares Estimator to GPS;推广的遗忘因子递推最小二乘算法在GPS中的应用 7.Filtered-version iterative learning linear servo system with forgetting factor带有遗忘因子的滤波器型迭代学习直线伺服系统 8.This manipulation has occurred as the result...
bias compensationrecursive least-squares estimationforgetting factorsIn this paper, the bias-compensation-based recursive least-squares (LS) estimation algorithm with a forgetting factor is proposed for output error models. First, for the unknown white noise, the so-called weighted average variance is ...
1) the forgetting factor least squares method 遗忘因子最小二乘 2) forgetting factor least square algorithm 遗忘因子最小二乘法 3) recursive forgetting factor method 带固定遗忘因子的递推最小二乘法 1. Aimed at the pneumatic position servo system with pole-placement adaptive control,its on-line ide...
In the method, Forgetting Factor Recursive Least-squares algorithm is used to estimate time-varying parameters The Simulation result shows the change tendency of the parameters according to time. 采用遗忘因子递推最小二乘法辨识算法跟踪时变参数,仿真并给出参数变化曲线。5) Least-squares like techniques...
Fraccaroli, F., Peruffo, A., & Zorzi, M. (2015). A new recursive least squares method with multiple forget- ting schemes. In 54th IEEE Conference on Decision and Control (CDC) (pp. 3367-3372).F. Fraccaroli, A. Peruffo, and M. Zorzi. A new recursive least squares method with ...
NONLINEAR RLS ALGORITHM USING VARIABLE FORGETTING FACTOR IN MIXTURE NOISE