H∞ Filter and Extended State Observer-Based Disturbance Rejection Control for Systems With Uncertainty and Noise

被引:0
作者
Lv, Shichao [1 ]
Peng, Kai [2 ]
Wang, Hongxia [1 ]
Zhang, Huanshui [1 ,3 ]
机构
[1] Shandong Univ Sci & Technol, Coll Elect Engn & Automat, Qingdao 266590, Peoples R China
[2] Northwestern Polytech Univ, Sch Power & Energy, Xian 710072, Peoples R China
[3] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
High-gain extended state observer; disturbance rejection; H-infinity filter; noise attenuation; BANDWIDTH;
D O I
10.1109/TCSI.2025.3561045
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The extended state observer (ESO) is widely used in disturbance rejection methods for its ability to achieve rapid convergence through high-gain design. However, this high-gain ESO often leads to significant noise amplification and increased sensitivity to disturbances, which adversely affects performance. To address this issue, we propose a novel method that integrates an H-infinity filter into the ESO framework. Unlike conventional methods, this approach does not assume Gaussian noise or require prior knowledge of noise statistics. Instead, it only assumes bounded noise, making it applicable to a broader range of scenarios. The method employs the H-infinity filter to attenuate noise within a predefined bound, after which the filtered signal is passed to the ESO for state and disturbance estimation. This significantly reduces the sensitivity of the high-gain ESO to noise. Finally, the proposed method is applied to the speed control of a permanent magnet synchronous motor servo system to verify its effectiveness. The results demonstrate that the method successfully suppresses noise, enhances control performance, and provides a parameter adjustment steps and recommendations its application.
引用
收藏
页数:9
相关论文
共 35 条
[11]   High-Order Fully Actuated Control Approach for Servo Systems Based on Dynamical Compensator and Extended State Observer [J].
Li, Ping ;
Duan, Guang-Ren .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024, 29 (05) :3717-3726
[12]   Hierarchical Disturbance/Uncertainty Estimation and Attenuation for Integrated Modeling and Motion Control: Overview and Perspectives [J].
Li, Shihua ;
Yang, Jun ;
Iwasaki, Makoto ;
Chen, Wen-Hua .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2025,
[13]   Integrated Guidance and Control for a Hypersonic Vehicle With Disturbance and Measurement Noise Suppression [J].
Luo, Yuxie ;
Song, Jia ;
Zhao, Mingfei ;
Li, Wenling ;
Wei, Mingjun .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2024, 60 (05) :7172-7184
[14]   A Novel Discrete Compound Integral Terminal Sliding Mode Control With Disturbance Compensation For PMSM Speed System [J].
Ma, Yuxiang ;
Li, Dong ;
Li, Yunhua ;
Yang, Liman .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2022, 27 (01) :549-560
[15]   Survey on methods of increasing the efficiency of extended state disturbance observers [J].
Madonski, R. ;
Herman, P. .
ISA TRANSACTIONS, 2015, 56 :18-27
[16]   Tracking performance of a high-gain observer in the presence of measurement noise [J].
Prasov, Alexis A. ;
Khalil, Hassan K. .
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2016, 30 (8-10) :1228-1243
[17]   Robust Tracking in Underactuated Systems Using Flatness-Based ADRC With Cascade Observers [J].
Ramirez-Neria, Mario ;
Madonski, Rafal ;
Shao, Sally ;
Gao, Zhiqiang .
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2020, 142 (09)
[18]   Active disturbance rejection control based on a cascade estimator composed of reduced-order and full-order extended state observers [J].
Rojas, Harvey David ;
Cortes-Romero, John ;
Rojas, Herbert Enrique .
ISA TRANSACTIONS, 2024, 151 :296-311
[19]   Game theory approach to discrete H-infinity filter design [J].
Shen, XM ;
Deng, L .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (04) :1092-1095
[20]   Composite Control Design for Systems With Uncertainties and Noise Using Combined Extended State Observer and Kalman Filter [J].
Sun, Hao ;
Madonski, Rafal ;
Li, Shihua ;
Zhang, Ya ;
Xue, Wenchao .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69 (04) :4119-4128