基于非惯性框架的非全学移动机器人的领导者-追随者形成控制
M Velasco-Villa1, A Rodriguez-Angeles1,2, I Z Maruri-López1
1Center for Research and Advanced Studies, CINVESTAV-IPN. Electrical Engineering Department, Mechatronics Section, Mexico, Mexico.
PloS one
|January 29, 2024
概括
这项研究介绍了多个移动机器人的新链条形成策略,使追随机器人能够追踪先前机器人的延迟路径. 这种方法通过局部测量和利亚普诺夫稳定性分析来确保稳定的机器人组成.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 控制系统 控制系统
- 多代理系统 多代理系统
背景情况:
- 多个移动机器人的协调控制对于复杂的任务至关重要.
- 现有的培养策略往往需要全球定位或沟通.
研究的目的:
- 为差分驱动移动机器人开发一个分散的链条形成策略.
- 为了使追随机器人能够准确地跟踪其领导机器人的延迟轨迹.
主要方法:
- 一种基于移动框架的方法,其中每个机器人的位置都与链中的下一个机器人相对定义.
- 使用过去和当前的速度输入来估计轨迹.
- 采用利亚普诺夫稳定性技术来证明收.
主要成果:
- 机器人之间的追尾距离根据领先速度动态调整.
- 拟议的战略确保追随机器人与领导者延迟轨迹的融合.
- 通过数值模拟和实时实验进行验证.
结论:
- 链条形成策略对于分散的多机器人协调是有效的.
- 该方法提供了强大的轨迹跟踪与本地信息.
- 展示了需要有序机器人运动的应用的潜力.
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