Adaptive Regulator for Hammerstein and Wiener Systems With Noisy Observations

Han-Fu Chen

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Adaptive Regulator for Hammerstein and Wiener Systems With Noisy Observations

机译：带有噪声观测的Hammerstein和Wiener系统的自适应调节器

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摘要

For Hammerstein and Wiener systems observed with additive noises the adaptive regulation control is produced by a truncated stochastic approximation (SA) algorithm with truncation regions expanding with a prescribed rate. It is proved that the stochastic adaptive control given in this note is optimal in the sense that it minimizes the long run average of regulation errors a.s

机译：对于观测到具有加性噪声的Hammerstein和Wiener系统，自适应调节控制是通过截断随机逼近（SA）算法产生的，截断区域以指定的速率扩展。事实证明，从最小化调节误差a.s的长期平均值的意义上讲，本说明中给出的随机自适应控制是最佳的。

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《IEEE Transactions on Automatic Control》 |2007年第4期|p.703-709|共7页
作者
Han-Fu Chen;
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正文语种 eng
中图分类自动化系统;
关键词
adaptive control; approximation theory; regulation; stochastic systems; Hammerstein system; Wiener systems; adaptive regulation control; additive noises; noisy observations; stochastic adaptive control; truncated stochastic approximation; Adaptive regulation; Hammer;

机译：自适应控制;近似理论;调节;随机系统;Hammerstein系统;Wiener系统;自适应调节控制;加性噪声;噪声观测;随机自适应控制;截断随机逼近;自适应调节;Hammer;

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专利

1. Adaptive Regulator for Hammerstein and Wiener Systems With Noisy Observations [J] . Han-Fu Chen IEEE Transactions on Automatic Control . 2007,第期

机译：带有噪声观测的Hammerstein和Wiener系统的自适应调节器
2. A novel two-stage estimation algorithm for nonlinear Hammerstein-Wiener systems from noisy input and output data [J] . Wang Ziyun, Wang Yan, Ji Zhicheng Journal of the Franklin Institute . 2017,第4期

机译：一种基于噪声输入和输出数据的非线性Hammerstein-Wiener系统的新型两阶段估计算法
3. Nonparametric models for Hammerstein-Wiener and Wiener-Hammerstein system identification [J] . Riccardo S. Risuleo, H?kan Hjalmarsson IFAC PapersOnLine . 2020,第2期

机译：Hammerstein-Wiener和Wiener-Hammerstein系统识别的非参数模型
4. Adaptive unknown input reconstruction scheme for Hammerstein-Wiener systems [C] . Sumislawska Malgorzata, Burnham Keith J. UKACC International Conference on Control . 2014

机译：Hammerstein-Wiener系统的自适应未知输入重建方案
5. Adaptive stabilization and disturbance rejection for linear systems and Hammerstein systems. [D] . Sane, Harshad S. 2001

机译：线性系统和Hammerstein系统的自适应稳定和干扰抑制。
6. Identification of a Modified Wiener-Hammerstein System and Its Application in Electrically Stimulated Paralyzed Skeletal Muscle Modeling [O] . Er-Wei Bai, Zhijun Cai, Shauna Dudley-Javorosk, -1

机译：改进的Wiener-Hammerstein系统的鉴定及其在电刺激瘫痪骨骼肌建模中的应用
7. A novel two-stage estimation algorithm for nonlinear Hammerstein–Wiener systems from noisy input and output data [O] . Ziyun Wang, Yan Wang, Zhicheng Ji 2017

机译：噪声输入和输出数据的非线性Hammerstein-Wiener系统的一种新型两阶段估计算法
8. Performance of the Adaptive Noise Canceller with a Noisy Reference -Non-Wiener Solutions. [R] . shensa, m. 1979

机译：具有噪声参考-Non-Wiener解的自适应噪声消除器的性能。

Adaptive Regulator for Hammerstein and Wiener Systems With Noisy Observations

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