Event-triggered aperiodic intermittent sliding-mode control for master-slave bilateral teleoperation robotic systems

IF 1.9 4区 计算机科学 Q3 ENGINEERING, INDUSTRIAL Industrial Robot-The International Journal of Robotics Research and Application Pub Date : 2022-12-22 DOI:10.1108/ir-10-2022-0250
Hang Gao, Chao Ma
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Abstract

Purpose The purpose of this paper is to propose a novel event-triggered aperiodic intermittent sliding-mode control (ETAI-SMC) algorithm for master–slave bilateral teleoperation robotic systems to further save communication resources while maintaining synchronization precision. Design/methodology/approach By using the Lyapunov theory, a new event-triggered aperiodic intermittent sliding-mode controller is designed to synchronize master–slave robots in a discontinuous method. Unlike traditional periodic time-triggered continuous control strategy, a new ETAI condition is discussed for less communication pressure. Then, the exponential reaching law is adopted to accelerate sliding-mode variables convergence, which has a significant effect on synchronization performance. In addition, the authors use quantizers to make their algorithm have obvious progress in saving communication resources. Findings The proposed control algorithm performance is validated by an experiment developed on a practical bilateral teleoperation system with two PHANToM Omni robotic devices. As a result, the synchronization error is limited within a small range and the control frequency is evidently reduced. Compared with a conventional control algorithm, the experimental results illustrate that the proposed control algorithm is more sensitive to system states changes and it can further save communication resources while guaranteeing the system synchronization accuracy, which is more practical for real bilateral teleoperation robotic systems. Originality/value A novel ETAI-SMC for bilateral teleoperation robotic systems is proposed to find a balance between reducing the control frequency and synchronization control precision. Combining the traditional sliding-mode control algorithm with the periodic intermittent control strategy and the event-triggered control strategy has produced obvious effect on our control performance. The proposed ETAI-SMC algorithm helps the controller be more sensitive to system states changes, which makes it possible to achieve precise control with lower control frequency. Moreover, we design an environment contact force feedback algorithm for operators to improve the perception of the slave robot working environment. In addition, quantizers and the exponential convergence law are adopted to help the proposed algorithm perform better in saving communication resources and improving synchronization precision.
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主从双向遥操作机器人系统的事件触发非周期间歇滑模控制
目的提出一种新的事件触发非周期间歇滑模控制(ETAI-SMC)算法,用于主从双向遥操作机器人系统,以进一步节省通信资源,同时保持同步精度。利用李雅普诺夫理论,设计了一种新的事件触发非周期间歇滑模控制器,以不连续方式同步主从机器人。与传统的周期时间触发连续控制策略不同,讨论了一种新的通信压力较小的ETAI条件。然后,采用指数趋近律加速滑模变量收敛,对同步性能有显著影响。此外,作者还使用了量化器,使算法在节省通信资源方面有了明显的进步。在一个实际的双侧遥操作系统上进行了实验,验证了所提控制算法的性能。结果表明,同步误差控制在很小的范围内,控制频率明显降低。实验结果表明,与传统控制算法相比,该控制算法对系统状态变化更加敏感,在保证系统同步精度的同时,进一步节省了通信资源,对实际的双边遥操作机器人系统更加实用。为了在降低控制频率和同步控制精度之间取得平衡,提出了一种新的双向遥操作机器人系统的ETAI-SMC。将传统的滑模控制算法与周期性间歇控制策略和事件触发控制策略相结合,对控制性能产生了明显的影响。提出的ETAI-SMC算法使控制器对系统状态变化更加敏感,从而可以在较低的控制频率下实现精确控制。此外,我们设计了一种环境接触力反馈算法,以提高操作人员对从机工作环境的感知。此外,采用量化器和指数收敛律使算法在节省通信资源和提高同步精度方面表现得更好。
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来源期刊
CiteScore
4.50
自引率
16.70%
发文量
86
审稿时长
5.7 months
期刊介绍: Industrial Robot publishes peer reviewed research articles, technology reviews and specially commissioned case studies. Each issue includes high quality content covering all aspects of robotic technology, and reflecting the most interesting and strategically important research and development activities from around the world. The journal’s policy of not publishing work that has only been tested in simulation means that only the very best and most practical research articles are included. This ensures that the material that is published has real relevance and value for commercial manufacturing and research organizations. Industrial Robot''s coverage includes, but is not restricted to: Automatic assembly Flexible manufacturing Programming optimisation Simulation and offline programming Service robots Autonomous robots Swarm intelligence Humanoid robots Prosthetics and exoskeletons Machine intelligence Military robots Underwater and aerial robots Cooperative robots Flexible grippers and tactile sensing Robot vision Teleoperation Mobile robots Search and rescue robots Robot welding Collision avoidance Robotic machining Surgical robots Call for Papers 2020 AI for Autonomous Unmanned Systems Agricultural Robot Brain-Computer Interfaces for Human-Robot Interaction Cooperative Robots Robots for Environmental Monitoring Rehabilitation Robots Wearable Robotics/Exoskeletons.
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