Unified Contact Model and Hybrid Motion/force Control for Teleoperated Manipulation in Unknown Environments

IF 7.3 1区 工程技术 Q1 AUTOMATION & CONTROL SYSTEMS IEEE/ASME Transactions on Mechatronics Pub Date : 2024-10-01 DOI:10.1109/TMECH.2024.3461968
Fanghao Huang;Xiao Yang;Deqing Mei;Zheng Chen
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Abstract

Teleoperated manipulation under the human intelligence is an effective solution to confront complicated tasks in unknown environments. However, the uncertain contact in environments is the main challenge to achieve good teleoperation, and some inevitable issues such as nonlinearities, various uncertainties, constraints, and communication delays in local and remote robots should also be taken into account. In this article, a unified contact model is proposed to be the targeted environment interaction for remote robot, which can cover various conditions such as free motion and rigid contact by setting different model parameters. Subsequently, a hybrid motion/force controller is developed to cope with nonlinearities and various uncertainties by adaptive robust technique, thus guaranteeing system stability and good transient convergence to the unified contact model. Particularly, to handle misteleoperation or sudden change of conditions described in unified contact model, a model predictive control-based contact optimization method is developed to be the outer loop of hybrid motion/force controller, which plans the desired motion and force trajectories that meet the state and targeted interaction constraints. By the estimation and transmission of environment parameter, the environment dynamics is reconstructed in the local side, which provides the effective force feedback of remote contact environment for human operator. Since the signal transmitted is replaced by the estimated environment parameter, the power-cycle in communication channel is eliminated. This design can avoid the passivity stability problem caused by communication delays, so the stability and good transparency under delays can be guaranteed by the separate design of local and remote controllers. The comparative experiments are implemented and verify the effectiveness of proposed framework for teleoperated manipulation.
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用于未知环境中遥控操作的统一接触模型和混合运动/力控制
人工智能遥控操作是解决未知环境下复杂任务的有效方法。然而,环境中的不确定性接触是实现良好遥操作的主要挑战,同时还需要考虑本地和远程机器人的非线性、各种不确定性、约束和通信延迟等不可避免的问题。本文提出了一个统一的接触模型作为远程机器人的目标环境交互,通过设置不同的模型参数,可以涵盖自由运动和刚性接触等多种条件。随后,采用自适应鲁棒技术开发了一种运动/力混合控制器,以应对非线性和各种不确定性,从而保证了系统的稳定性和良好的瞬态收敛到统一的接触模型。特别是针对统一接触模型中描述的误操作或条件突变,提出了一种基于模型预测控制的接触优化方法作为运动/力混合控制器的外环,规划出满足状态约束和目标交互约束的运动轨迹和力轨迹。通过对环境参数的估计和传递,在局部重构环境动态,为人类操作者提供远程接触环境的有效力反馈。由于传输的信号被估计的环境参数所取代,消除了通信信道中的功率周期。该设计避免了通信延迟带来的无源稳定性问题,通过将本地控制器和远程控制器分开设计,保证了系统在延迟下的稳定性和良好的透明性。进行了对比实验,验证了该框架在远程操作中的有效性。
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来源期刊
IEEE/ASME Transactions on Mechatronics
IEEE/ASME Transactions on Mechatronics 工程技术-工程:电子与电气
CiteScore
11.60
自引率
18.80%
发文量
527
审稿时长
7.8 months
期刊介绍: IEEE/ASME Transactions on Mechatronics publishes high quality technical papers on technological advances in mechatronics. A primary purpose of the IEEE/ASME Transactions on Mechatronics is to have an archival publication which encompasses both theory and practice. Papers published in the IEEE/ASME Transactions on Mechatronics disclose significant new knowledge needed to implement intelligent mechatronics systems, from analysis and design through simulation and hardware and software implementation. The Transactions also contains a letters section dedicated to rapid publication of short correspondence items concerning new research results.
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