基于快速终端滑模的机器人控制萤火虫算法优化

Ali Mallem, Fouzi Douak, Beneziza Walid, Bounouara Asma
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引用次数: 0

摘要

本文提出了一种新的机械臂机器人控制优化算法。提出了一种基于快速终端滑模控制(FTSMC)的控制方法,以保证位置关节误差在有限时间内收敛到零而不出现抖振现象,并采用萤火虫算法生成最优参数,以保证最小的到达时间和均方误差,并获得更好的性能,从而保证系统在存在干扰时使用Lyapunov候选参数的渐近稳定性。利用Matlab/ Simulink对具有不同跟踪参考的双连杆机械臂进行了仿真,结果表明了所提控制策略的有效性和鲁棒性。
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Firefly Algorithm Optimization of Manipulator Robotic Control Based on Fast Terminal Sliding Mode
In this paper a new algorithm of optimization in the field of manipulator robotic control is presented. The proposed control approach based on fast terminal sliding mode control (FTSMC) in order to guarantee the convergence of the position articulations errors to zero in finite time without chattering phenomena, and the firefly algorithm in order to generate the optimal parameters that ensure minimum reaching time and mean square error and achieve better performances, whose ensure the asymptotic stability of the system using a Lyapunov candidate in presence of disturbances. The simulations are applied on a two-link robotic manipulator with different tracking references by using Matlab/ Simulink , results show the efficiency and confirm the robustness of the proposed control strategy.
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来源期刊
Journal of Automation, Mobile Robotics and Intelligent Systems
Journal of Automation, Mobile Robotics and Intelligent Systems Engineering-Control and Systems Engineering
CiteScore
1.10
自引率
0.00%
发文量
25
期刊介绍: Fundamentals of automation and robotics Applied automatics Mobile robots control Distributed systems Navigation Mechatronics systems in robotics Sensors and actuators Data transmission Biomechatronics Mobile computing
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