Visual Servoing-Based Anti-Swing Control of Cable-Suspended Aerial Transportation Systems With Variable-Length Cable

IF 6.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Automation Science and Engineering Pub Date : 2024-08-01 DOI:10.1109/TASE.2024.3434637
Hai Yu;Zhaopeng Zhang;Tengfei Pei;Jianda Han;Yongchun Fang;Xiao Liang
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Abstract

By utilizing a suspension cable to connect the payload with the quadrotor, transport tasks can be accomplished while preserving the unmanned aerial vehicle’s agility and maneuverability, particularly in environments that are impassable for ground vehicles. Equipping onboard visual sensors and utilizing image-based visual servoing techniques, the application range of aerial transportation systems is poised to be significantly expanded in scenarios like autonomous landing and goods release. Unfortunately, within the system, there exist multiple layers of dynamic couplings between image features, quadrotor rotation, translation, and payload motion. These intricacies give rise to numerous difficulties in achieving smooth anti-swing transportation. To overcome the aforementioned difficulties, this paper presents the first image-based visual servoing control scheme for the aerial transportation system with variable-length cable. Specifically, the image moments defined on the rotated virtual image plane are taken as the image features, whose dynamics is independent of the quadrotor rotational motion. Subsequently, a generalized virtual image feature signal is introduced by organically combining the cable length and payload swing angles with the image feature, which is further exploited in the anti-swing control scheme design. The equilibrium point of the overall closed-loop system is proved to be asymptotically stable through Lyapunov techniques and LaSalle’s Invariance Theorem. Hardware experiments are conducted on a self-built aerial transportation platform to verify the proposed controller’s basic and functional performance in terms of rapid anti-swing and accurate target position and cable length tracking. Note to Practitioners—This paper is motivated by the requirement to improve the autonomy level and payload swing suppression ability of the aerial transportation system through visual servoing techniques. By installing onboard monocular camera and the cable length adjustment mechanism, the application scope of the aerial transportation system can be significantly expanded. However, due to the “double” underactuated characteristic, the visual features couple with both the quadrotor motion and the payload motion, hence, it is quite challenging to realize visual servoing control for cable-suspended aerial transportation systems with simultaneous payload swing suppression and quadrotor positioning. Accounting for the foregoing problems, this paper proposes an image-based visual servoing anti-swing control scheme. With the elaborately constructed generalized virtual image feature signal, the designed controller could improve the anti-swing ability with a completed theoretical analysis. Furthermore, two groups of hardware experiments are conducted to validate the effectiveness of the suggested control method. In future studies, we intend to design more effective control scheme for payload delivery issue with consideration of the visibility of the mobile platform.
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基于视觉伺服的变长缆索悬挂式空中运输系统防摆动控制
通过利用悬挂电缆将有效载荷与四旋翼连接起来,运输任务可以完成,同时保持无人机的灵活性和机动性,特别是在地面车辆无法通过的环境中。配备机载视觉传感器并利用基于图像的视觉伺服技术,航空运输系统的应用范围有望在自主着陆和货物释放等场景中得到显著扩展。不幸的是,在系统中,在图像特征、四旋翼旋转、平移和有效载荷运动之间存在多层动态耦合。这些复杂性给实现平稳的反摆动运输带来了许多困难。为了克服上述困难,本文提出了首个基于图像的变长电缆空中运输系统视觉伺服控制方案。具体来说,在旋转后的虚拟像平面上定义的像矩作为图像特征,其动力学与四旋翼旋转运动无关。随后,将电缆长度、载荷摆角与图像特征有机结合,引入广义虚拟图像特征信号,并将其应用于防摆控制方案设计中。利用Lyapunov技术和LaSalle不变性定理证明了整个闭环系统的平衡点是渐近稳定的。在自建的空中运输平台上进行了硬件实验,验证了所提控制器在快速抗摆动、精确目标位置和电缆长度跟踪方面的基本性能和功能性能。从业人员须知——本文的研究初衷是希望通过视觉伺服技术提高航空运输系统的自主水平和有效载荷摆动抑制能力。通过安装机载单目摄像机和电缆长度调节机构,可以显著扩大空中运输系统的应用范围。然而,由于视觉特征与四旋翼运动和载荷运动同时耦合的“双”欠驱动特性,对同时抑制载荷摆动和四旋翼定位的悬索空中运输系统实现视觉伺服控制具有很大的挑战性。针对上述问题,本文提出了一种基于图像的视觉伺服防摆控制方案。通过精心构造的广义虚拟图像特征信号,提高了控制器的抗摆动能力,并进行了完整的理论分析。通过两组硬件实验验证了所提控制方法的有效性。在未来的研究中,我们打算在考虑移动平台可见性的情况下,设计更有效的有效载荷交付控制方案。
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来源期刊
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering 工程技术-自动化与控制系统
CiteScore
12.50
自引率
14.30%
发文量
404
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Automation Science and Engineering (T-ASE) publishes fundamental papers on Automation, emphasizing scientific results that advance efficiency, quality, productivity, and reliability. T-ASE encourages interdisciplinary approaches from computer science, control systems, electrical engineering, mathematics, mechanical engineering, operations research, and other fields. T-ASE welcomes results relevant to industries such as agriculture, biotechnology, healthcare, home automation, maintenance, manufacturing, pharmaceuticals, retail, security, service, supply chains, and transportation. T-ASE addresses a research community willing to integrate knowledge across disciplines and industries. For this purpose, each paper includes a Note to Practitioners that summarizes how its results can be applied or how they might be extended to apply in practice.
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