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Updated: Jul 4, 2025

Operation of the Collaborative Composite Manufacturing CCM System
Published on: October 1, 2019
合作安全轨迹规划为四旋翼群
Yahui Zhang1, Peng Yi1,2, Yiguang Hong1,2
1Department of Control Science and Engineering, Tongji University, Shanghai 201804, China.
我们开发了一个分布式算法,用于四旋翼的轨迹规划. 这种方法通过合作控制确保实时,安全和顺的飞行路径,减少通信需求.
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
- 人工智能的人工智能
背景情况:
- 四旋翼群的合作轨迹规划对于复杂的任务至关重要.
- 现有的方法经常面临可扩展性,实时性能和安全保证方面的挑战.
- 分布式控制提供了一种有希望的方法来克服集中式系统的局限性.
研究的目的:
- 提出一种新的分布式算法,用于四旋翼群的合作轨迹规划.
- 在大型四旋翼车队中提高安全性和效率.
- 为了减少通信开销,同时保持强大的性能.
主要方法:
- 开发了一个分布式算法,结合了模型预测控制和乘数的交替方向方法 (DMPC-ADMM).
- 利用差异平面性来实现非线性四旋翼动力学和放松的离散时间控制屏障功能 (DCBF) 来实现安全可行性平衡.
- 实施了同行沟通策略,采用事件触发机制,以减少开销.
主要成果:
- 为四旋翼群群产生实时,安全和平稳的轨迹.
- 在通信范围内的四旋翼机之间达成对未来轨迹的共识,提高了安全性.
- 在模拟中,与集中式和其他分布式策略相比,表现出优越的性能.
结论:
- 该DMPC-ADMM算法是有效的合作轨迹规划在四旋翼群.
- 拟议的方法提供了一个可扩展和高效的解决方案,用于实时,安全和流的多四旋翼操作.
- 事件触发机制成功地降低了通信负载,而不会影响性能.
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