分布式固定时间自适应式合作跟踪控制,用于四旋翼无人驾驶飞行器
Jinghong Zhou1, Xihuizi Liang2, Min Shi2
1Institute of Intelligent Manufacturing, Suzhou Chien-Shiung Institute of Technology, Suzhou, 21500, China. yyiv1i@163.com.
Scientific reports
|November 18, 2025
概括
本研究引入了一种用于四旋翼无人机 (UAV) 组成的新控制方法,即使通信有限,也能确保快速可靠的合作追踪. 该方法保证在一定的时间内实现趋同,改善形成控制.
科学领域:
- 机器人和控制系统 机器人和控制系统
- 航空航天工程 航空航天工程
- 人工智能的人工智能
背景情况:
- 合作跟踪四旋翼无人驾驶飞行器 (UAV) 队伍对于许多应用至关重要.
- 现有的方法通常需要全球信息,或者只能实现非对称的融合,限制实际部署.
- 无人机组合中的通信限制对传统的控制策略构成重大挑战.
研究的目的:
- 为四旋翼无人机阵列开发一种新的分布式固定时间自适应控制方案.
- 在受通信限制的条件下实现合作追踪,并保证固定时间的融合.
- 为了增强强性和减少无人机形成控制中的计算负载.
主要方法:
- 使用局部信息进行状态估计的分布式固定时间观测器的设计.
- 开发了一个模糊的自适应非单元终端滑动模式控制器,用于强大的位置跟踪.
- 引入一个高效的间接模糊识别机制,用于用单个适应参数进行不确定性估计.
主要成果:
- 拟议的方案保证了国家估计和控制的固定时间趋同.
- 在模拟中实现了强大而快速的位置跟踪融合.
- 通过有效的识别机制,显著减少了在线计算负担.
结论:
- 新的分布式固定时间自适应控制方案对四旋翼无人机合作跟踪有效.
- 与传统方法相比,该方法提供了更好的性能,稳定性和效率,特别是在通信限制下.
- 突出了在现实世界无人机形成控制场景中的实际实施潜力.
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