基于干扰抑制和抖动消除能力的机器鱼自适应跟踪制导

IF 15.3 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Dongfang Li;Jie Huang;Rob Law;Xin Xu;Limin Zhu;Edmond Q. Wu
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引用次数: 0

摘要

提出了一种机器鱼的自适应跟踪制导方法。该方案使机器人能够抑制外部干扰,消除运动抖动。为消除动力干扰和侧滑问题,设计了一种自适应积分冲击视距制导规则。有限时间偏航和浪涌速度观测器被报道来拟合模型中的扰动变量。逼近值可以补偿系统的控制输入,提高机器人的跟踪精度。此外,本工作还开发了终端滑模控制器和三阶微分处理器来确定机器人的旋转转矩,减少机器人的运行抖动。然后,李亚普诺夫的理论证明了所提方法的一致极限有界性。仿真和物理实验证明,该技术提高了机器鱼的跟踪误差收敛速度和稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interference Suppression and Jitter Elimination Ability-Based Adaption Tracking Guidance for Robotic Fishes
This work presents an adaptive tracking guidance method for robotic fishes. The scheme enables robots to suppress external interference and eliminate motion jitter. An adaptive integral surge line-of-sight guidance rule is designed to eliminate dynamics interference and sideslip issues. Limited-time yaw and surge speed observers are reported to fit disturbance variables in the model. The approximation values can compensate for the system's control input and improve the robots' tracking accuracy. Moreover, this work develops a terminal sliding mode controller and third-order differential processor to determine the rotational torque and reduce the robots' run jitter. Then, Lyapunov's theory proves the uniform ultimate boundedness of the proposed method. Simulation and physical experiments confirm that the technology improves the tracking error convergence speed and stability of robotic fishes.
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来源期刊
Ieee-Caa Journal of Automatica Sinica
Ieee-Caa Journal of Automatica Sinica Engineering-Control and Systems Engineering
CiteScore
23.50
自引率
11.00%
发文量
880
期刊介绍: The IEEE/CAA Journal of Automatica Sinica is a reputable journal that publishes high-quality papers in English on original theoretical/experimental research and development in the field of automation. The journal covers a wide range of topics including automatic control, artificial intelligence and intelligent control, systems theory and engineering, pattern recognition and intelligent systems, automation engineering and applications, information processing and information systems, network-based automation, robotics, sensing and measurement, and navigation, guidance, and control. Additionally, the journal is abstracted/indexed in several prominent databases including SCIE (Science Citation Index Expanded), EI (Engineering Index), Inspec, Scopus, SCImago, DBLP, CNKI (China National Knowledge Infrastructure), CSCD (Chinese Science Citation Database), and IEEE Xplore.
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