New progresses in autonomous control technology for UAV with manipulator

<p indent="0mm">Unmanned aerial vehicle (UAV) with manipulator has garnered significant attention due to its exceptional precision and maneuverability. With the increasing application demand and the expansion of capability boundary of UAV with manipulator, researchers worldwide have been conducting in-depth studies on its key technologies. This paper analyzes the latest representative progress in the configuration, modeling and control of UAV with manipulator and introduces its evolution process about the manipulator and the UAV platform, respectively. Then, the modeling approaches of UAV with manipulator are divided into the centralized approach and the decentralized approach. The classical control and machine learning methods studied at present are summarized in terms of autonomous control and evaluated for their respective advantages and disadvantages. Finally, the technical difficulties and pain points in the autonomous control technology for UAV with manipulator are concluded and the future research direction is prospected.

Authors

Publication Details

Journal
Scientia Sinica Technologica
Published
2024-08-01
DOI
https://doi.org/10.1360/sst-2023-0213
Citations
2
Primary Topic
Robotic Path Planning Algorithms
Type
article
Field-Weighted Citation Impact
0.50
Controls
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article

New progresses in autonomous control technology for UAV with manipulator

Haibin Duan, Mengzhen Huo, ZhuangZhuang WANG, YongBin SUN
2 citations
Scientia Sinica Technologica
Robotic Path Planning Algorithms
0.50
article

New progresses in autonomous control technology for UAV with manipulator

Haibin Duan, Mengzhen Huo, ZhuangZhuang WANG, YongBin SUN
article en
2 citations

Abstract

<p indent="0mm">Unmanned aerial vehicle (UAV) with manipulator has garnered significant attention due to its exceptional precision and maneuverability. With the increasing application demand and the expansion of capability boundary of UAV with manipulator, researchers worldwide have been conducting in-depth studies on its key technologies. This paper analyzes the latest representative progress in the configuration, modeling and control of UAV with manipulator and introduces its evolution process about the manipulator and the UAV platform, respectively. Then, the modeling approaches of UAV with manipulator are divided into the centralized approach and the decentralized approach. The classical control and machine learning methods studied at present are summarized in terms of autonomous control and evaluated for their respective advantages and disadvantages. Finally, the technical difficulties and pain points in the autonomous control technology for UAV with manipulator are concluded and the future research direction is prospected.

Scientia Sinica Technologica
Affordable and clean energy
Openalex Percentile: Top 36%
Robotic Path Planning Algorithms
0.50
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New progresses in autonomous control technology for UAV with manipulator — Haibin Duan, Mengzhen Huo, et al. · Scientia Sinica Technologica (2024) | TGRS Research Map | TGRS