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Adaptive Cooperative Output Regulation for Multiple Flexible Manipulators

Shiqi Zheng, Choon Ki Ahn, Minhong Wan, Yuanlong Xie, Peng Shi

2024IEEE Transactions on Systems Man and Cybernetics Systems12 citationsDOI

Abstract

This article studies the cooperative output regulation problem for multiple flexible manipulators. First, based on a two-parameter-correlated adaptive law, a new fully distributed observer is proposed. Different from the existing works, the observer does not depend on global graph information and can handle the uncertainties in the leader system. Second, a barrier-function-based sliding mode disturbance observer is proposed for the flexible manipulator to estimate the state-dependent disturbance. This new disturbance observer does not depend on the exact form of the disturbance. We show that the fully unknown state-dependent disturbance can be estimated and rejected in finite time. Finally, based on the proposed sliding mode disturbance observer, a new adaptive controller is proposed. The controller does not require the tip-end state information of the flexible manipulator, which is beneficial for the implementation. Both simulations and experiments show the validity of the presented method.

Topics & Concepts

Control theory (sociology)Robot manipulatorComputer scienceManipulator (device)Control engineeringEngineeringArtificial intelligenceRobotControl (management)Iterative Learning Control SystemsAdaptive Control of Nonlinear SystemsAdvanced Control Systems Optimization
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