Adaptive optimal controller design for an unbalanced UAV with slung load

IF 3.7 3区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Mohamed Tolba, Bijan Shirinzadeh, Gamal El-Bayoumi, Osama Mohamady
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引用次数: 2

Abstract

Load transportation by Unmanned Aerial Vehicles is a research topic of great interest to the robotic community for its numerous applications in both the civilian and military fields. Attaching a cargo through an elastic cable to a small underactuated UAV such as a quadcopter, which is inherently an unstable system, increases its instability and its underactuated degrees of freedom by three. Moreover, the presence of imperfections in the system such as having the quadcopter’s center of gravity and the cable hanging point arbitrarily shifted from the quadcopter’s geometric centroid further complicates the system. In this paper, a new nonlinear nine degree-of-freedom mathematical model is formulated for a quadcopter when its center of gravity is shifted from its geometric centroid and when a cable-suspended load is attached at an arbitrary position. Thus, a novel adaptive controller based on Linear Quadratic Regulator is designed to control the position and attitude of the quadcopter while minimizing the swinging and radial motions of the suspended load. Subsequently, nonlinear simulations are conducted for three case studies: conventional quadcopter, quadcopter-payload system without imperfections, quadcopter-payload system with imperfections. Finally, the results are presented demonstrating the effectiveness of the proposed control strategy.

Abstract Image

悬挂负载下不平衡无人机的自适应最优控制器设计
无人驾驶飞行器的载荷运输是机器人界非常感兴趣的研究课题,因为它在民用和军事领域都有许多应用。通过弹性电缆将货物连接到小型欠驱动无人机上,如四旋翼机,这是一个固有的不稳定系统,会使其不稳定性和欠驱动自由度增加三个。此外,系统中存在的缺陷,如四旋翼机的重心和电缆悬挂点从四旋翼机几何质心任意偏移,使系统进一步复杂化。本文为四旋翼机建立了一个新的非线性九自由度数学模型,当其重心从几何质心偏移时,以及当缆索悬挂载荷附着在任意位置时。因此,设计了一种基于线性二次调节器的新型自适应控制器,以控制四旋翼机的位置和姿态,同时最小化悬挂载荷的摆动和径向运动。随后,对三个案例进行了非线性仿真:常规四旋翼机、无缺陷四旋翼机有效载荷系统和有缺陷四旋翼飞机有效载荷系统。最后,给出的结果证明了所提出的控制策略的有效性。
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来源期刊
Autonomous Robots
Autonomous Robots 工程技术-机器人学
CiteScore
7.90
自引率
5.70%
发文量
46
审稿时长
3 months
期刊介绍: Autonomous Robots reports on the theory and applications of robotic systems capable of some degree of self-sufficiency. It features papers that include performance data on actual robots in the real world. Coverage includes: control of autonomous robots · real-time vision · autonomous wheeled and tracked vehicles · legged vehicles · computational architectures for autonomous systems · distributed architectures for learning, control and adaptation · studies of autonomous robot systems · sensor fusion · theory of autonomous systems · terrain mapping and recognition · self-calibration and self-repair for robots · self-reproducing intelligent structures · genetic algorithms as models for robot development. The focus is on the ability to move and be self-sufficient, not on whether the system is an imitation of biology. Of course, biological models for robotic systems are of major interest to the journal since living systems are prototypes for autonomous behavior.
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