释放四旋翼飞机的表演潜力:自主自由式飞行生成和执行
Mingyang Wang1,2, Qianhao Wang1,2, Ze Wang2,3
1Institute of Cyber-Systems and Control, College of Control Science and Engineering, Zhejiang University, Hangzhou, China.
Science robotics
|April 16, 2025
概括
这项研究介绍了一种新系统,使自主无人机能够在混乱的环境中执行复杂的机技机动. 这种先进的无人机控制系统模仿专业飞行员的能力,以提高无人机飞行性能.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 航空航天工程 航空航天工程
- 控制系统 控制系统
背景情况:
- 自主无人机在机技能力上是有限的,特别是在复杂的环境中.
- 熟练飞行员的手动控制允许复杂的机动,突出了当前自动驾驶系统的差距.
研究的目的:
- 为自主无人机开发一个全面的系统,以便在有密集障碍的环境中生成和执行复杂的机技机动.
- 为了使无人机能够达到与专业飞行员可比的飞行性能.
主要方法:
- 一个使用离散的空技意图 (拓和态度变化) 的通用飞行表示.
- 一个时空联合优化轨迹规划器,用于平滑,无碰撞,动态可行的路径.
- 调查和补偿曲率敏感性问题和差异平度奇点.
主要成果:
- 废弃研究证实了时空优化和曲折补偿策略的有效性.
- 模拟和实验验证了该系统的稳定性和复杂的机技飞行可行性.
- 该系统允许无人机自主执行先前需要经验丰富的人类飞行员的复杂机动.
结论:
- 拟议的系统显著提高了自主无人机在复杂环境中的空中表演能力.
- 它弥合了手动和自主无人机飞行性能之间的差距.
- 这一进步为无人驾驶飞行器的飞行演变带来了潜力.
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