飞控与探测2024,Vol.7Issue(1) :21-31.

基于DMPC的四旋翼无人机编队容错避碰避障控制

DMPC-Based Fault-Tolerant Collision and Obstacle Avoidance Control of Quadrotor UAV formations

舒煜鹏 柳春 孟亦真
飞控与探测2024,Vol.7Issue(1) :21-31.

基于DMPC的四旋翼无人机编队容错避碰避障控制

DMPC-Based Fault-Tolerant Collision and Obstacle Avoidance Control of Quadrotor UAV formations

舒煜鹏 1柳春 2孟亦真3
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作者信息

  • 1. 上海大学机电工程与 自动化学院·上海·200444
  • 2. 上海大学机电工程与 自动化学院·上海·200444;上海大学人工智能研究院·上海·200444
  • 3. 上海航天控制技术研究所·上海·201109;上海市空间智能控制技术重点实验室·上海·201109
  • 折叠

摘要

针对多四旋翼无人机编队在障碍环境中发生执行器加性故障的编队形成和保持问题,本文从在线滚动优化角度出发,设计了分布式模型预测控制方法.考虑到四旋翼无人机执行器加性故障的情况,引入Tube集约束以解决执行器故障引起的输入受限问题.同时,考虑到系统状态约束,通过引入自身和邻居四旋翼无人机的假设状态轨迹来设计代价函数.此外,考虑到多四旋翼无人机系统编队中的避障和避碰问题,设计了基于控制障碍函数的避碰避障飞行策略,以确保在执行器发生加性故障情况下,多四旋翼无人机系统能够安全地进行编队飞行.最后,通过对四架四旋翼无人机进行仿真验证,验证了该算法在无故障环境和有加性故障环境下编队控制的有效性和优越性.

Abstract

This paper addresses the formation and maintenance problem of multiple quadrotor unmanned aerial vehi-cles(UAVs)with additive actuator faults in obstacle environment.From the perspective of online receding horizon optimization,a distributed model predictive control(DMPC)method is designed.Considering the additive faults in the quadrotor UAV actuators,this paper introduces tube-based constraints to solve the input saturation problem caused by actuator faults.Furthermore,considering the constraints on the system states,a cost function is designed by introducing assumed state trajectories of self and neighboring quadrotor UAVs.Additionally,taking into account the obstacle avoidance and collision avoidance issues in the multi-quadrotor UAV formation,a collision avoidance and obstacle avoidance flight strategy based on control barrier functions is developed to ensure safe formation flight of the multi-quadrotor UAV systems in the presence of additive actuator faults.Finally,through simulation verifi-cation on four quadrotor UAVs,the effectiveness and superiority of the proposed algorithm for formation control are demonstrated in both fault-free and additive fault scenarios.

关键词

模型预测控制/分布式控制/四旋翼无人机/执行器加性故障/编队控制

Key words

model predictive control/distributed control/quadrotor UAV/additive actuator faults/formation control

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基金项目

国家自然科学基金青年基金(62103250)

上海市扬帆计划(21YF1414000)

上海航天先进技术联合研究基金(USCAST2023-22)

出版年

2024
飞控与探测
上海航天控制技术研究所,中国宇航出版有限责任公司

飞控与探测

CSTPCD
ISSN:2096-5974
被引量1
参考文献量2
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