基于观察者的有限时间控制,用于跟踪带动力学干扰的轮式移动机器人的轨迹
1CONAHCyT-Instituto Politécnico Nacional-CITEDI, Av. Instituto Politécnico Nacional No. 1310, Nueva Tijuana, Tijuana, Baja California, 22435, Mexico.
ISA transactions
|April 5, 2024
概括
这项研究引入了一个新的有限时间控制器,用于轮式移动机器人 (WMRs),以改善轨迹跟踪,尽管存在干扰. 这种新的方法提高了控制性能和对动力学干扰和噪声的稳定性.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 控制系统工程 控制系统工程
背景情况:
- 轮式移动机器人 (WMR) 在运输,服务,军事和太空探索方面越来越重要.
- 准确的轨迹跟踪对WMR至关重要,但它们容易受到动力学干扰.
研究的目的:
- 开发一种基于观察者的新型有限时间控制器,用于WMR轨迹跟踪.
- 解决和减轻动力学干扰对WMR控制的影响.
主要方法:
- 该WMR运动模型被转化为两个脱的二阶系统.
- 提出一个由两个部分组成的控制器:一个用于干扰估计的观察员和一个用于误差收的有限时间控制器.
- 控制器的可行性通过数值模拟理论证明和验证.
主要成果:
- 拟议的控制器实现了追踪错误的有限时间趋同.
- 它有效地管理动力学干扰,优于现有的有限时间,反和H∞控制器.
- 该方法表明即使在测量噪声的情况下也表现良好.
结论:
- 基于观察者的新型有限时间控制器为WMR提供了卓越的轨迹跟踪.
- 这种方法为在动力学干扰和噪音条件下运行的WMR提供了强大的解决方案.
- 该研究验证了控制器的有效性,并建议其对未来WMR控制设计的潜力.
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