On Global Regulatability of Robot Manipulators by Classical PID

📅 2026-09-01
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🤖 AI Summary
本文研究了使用扩展PID控制解决不确定多输入多输出非线性系统全局可调节问题,通过为每个通道独立设计PID参数实现半全局稳定性。
📝 Abstract
This paper studies a class of uncertain multi-input multi-output (MIMO) nonlinear systems using extended PID (EPID) control. We focus on systems possessing a well-defined vector relative degree whose components may vary across channels, a setting that received limited attention in the existing literature on PID-type control. We develop a channel-wise EPID controller, where each control input is constructed from the proportional, integral, and derivative terms of the corresponding tracking error, and the highest derivative order is selected according to the relative degree of that channel. Under suitable growth conditions on the unknown nonlinearities, we construct an admissible set of EPID parameters specified by prescribed initial-state bounds, the uncertainties and the reference signal. We show that any parameter choice from this set guarantees semiglobal stability of the closed-loop system and achieves the desired setpoint regulation. These results indicate that the EPID parameters can be designed independently for each channel, justifying the common engineering practice of channel-by-channel tuning in strongly coupled and uncertain MIMO systems, including flight control systems.
Problem

Research questions and friction points this paper is trying to address.

MIMO nonlinear systems
extended PID control
vector relative degree
uncertainties
semiglobal stability
Innovation

Methods, ideas, or system contributions that make the work stand out.

Extended PID (EPID)
Multi-input multi-output (MIMO) systems
Channel-wise control
Semiglobal stability
Setpoint regulation
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Cheng Zhao
Cheng Zhao
MSc in Computer Science Student, University of Toronto
Machine LearningComputational BiologyArtificial Intelligence
J
Jingru Zhu
State Key Laboratory of Mathematical Sciences, AMSS, Chinese Academy of Sciences, Beijing 100190, China; School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
L
Lei Guo
State Key Laboratory of Mathematical Sciences, AMSS, Chinese Academy of Sciences, Beijing 100190, China; School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China