Internal and external disturbances aware motion planning and control for quadrotors

IF 1.5 Q3 AUTOMATION & CONTROL SYSTEMS
Xiaobin Zhou, Miao Wang, Can Cui, Yongchao Wang, Chao Xu, Fei Gao
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引用次数: 0

Abstract

Resilient motion planning and control, without prior knowledge of disturbances, are crucial to ensure the safe and robust flight of quadrotors. The development of a motion planning and control architecture for quadrotors, considering both internal and external disturbances (i.e., motor damages and suspended payloads), is addressed. Firstly, the authors introduce the use of exponential functions to formulate trajectory planning. This choice is driven by its ability to predict thrust responses with minimal computational overhead. Additionally, a reachability analysis is incorporated for error dynamics resulting from multiple disturbances. This analysis sits at the interface between the planner and controller, contributing to the generation of more robust and safe spatial–temporal trajectories. Lastly, the authors employ a cascade controller, with the assistance of internal and external loop observers, to further enhance resilience and compensate the disturbances. The authors’ benchmark experiments demonstrate the effectiveness of the proposed strategy in enhancing flight safety, particularly when confronted with motor damages and payload disturbances.

Abstract Image

内部和外部干扰感知四旋翼飞行器的运动规划和控制
在不预先知道干扰的情况下进行弹性运动规划和控制,对于确保四旋翼飞行器的安全和稳健飞行至关重要。考虑到内部和外部干扰(即电机损坏和悬挂有效载荷),本文探讨了四旋翼飞行器运动规划和控制架构的开发。首先,作者介绍了指数函数在轨迹规划中的应用。之所以选择这种方法,是因为它能够以最小的计算开销预测推力响应。此外,作者还针对多重干扰导致的误差动态进行了可达性分析。该分析位于规划器和控制器之间,有助于生成更稳健、更安全的时空轨迹。最后,作者在内部和外部环路观测器的协助下,采用了级联控制器,以进一步增强恢复能力并补偿干扰。作者的基准实验证明了所提出的策略在提高飞行安全性方面的有效性,尤其是在面对电机损坏和有效载荷干扰时。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IET Cybersystems and Robotics
IET Cybersystems and Robotics Computer Science-Information Systems
CiteScore
3.70
自引率
0.00%
发文量
31
审稿时长
34 weeks
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