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在空间时空约束下,预定义的时间控制无人机群体的形成
Fenglan Sun1, Jiashuo Su2, Wei Zhu3
1Key Lab of Intelligent Analysis and Decision on Complex Systems, School of Mathematics and Statistics, Chongqing University of Posts and Telecommunications, Chongqing, 400065, PR China; Key Lab of Intelligent Air-Ground Cooperative Control for Universities in Chongqing, College of Automation, Chongqing University of Posts and Telecommunications, Chongqing, 400065, PR China; Department of Complexity Science, Potsdam Institute for Climate Impact Research, Potsdam, 14473, Germany.
本研究引入了无人机 (UAV) 的新控制器,以在设定的时间内实现组合飞行. 它还包括一个避免碰撞的系统,减少不必要的机动,优化资源使用.
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:
- 多个无人机的协调控制对于复杂的任务至关重要.
- 现有的形成控制方法往往缺乏预先定义的时间趋同或有效的障碍回避.
- 时空合约束在无人机形成任务中带来了重大挑战.
研究的目的:
- 为无人机开发一种新的预先定义的时间形成控制策略.
- 设计一个智能碰撞预测机制,以尽量减少不必要的避难障碍.
- 为了解决无人机形成控制中的时空合约束.
主要方法:
- 一个预定义的时间形成控制器,使用基于时间的发电机和滑动模式控制 (SMC).
- 一个基于人工潜力场 (APF) 的碰撞预测机制.
- 模拟分析以验证拟议的控制方案.
主要成果:
- 拟议的控制器减轻了一些控制设计固有的初始输入和问题.
- 碰撞预测机制有效地区分威胁和非威胁的障碍物,减少冗余的避开机动.
- 模拟显示成功的预定义时间形成的成就和重建后避难障碍.
结论:
- 开发的控制器确保无人机在特定的时间内达到并保持形成,即使遇到障碍物后也能保持形成.
- 智能避免碰撞策略通过避免不必要的行动,节约资源来提高效率.
- 拟议的方法有效地处理UAV形成控制中的时空合约束.
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