A Review of the Research Progress of Pruning Robots

Automation and robotics have been applied in various fields of agriculture and forestry. However, most production operations agriculture and forestry still rely on manual labor, among which pruning is one of the most labor-intensive operations. Therefore, robotic pruning is a potential long-term sol...

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Vydáno v:2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) s. 1069 - 1073
Hlavní autoři: Zeng, Haisen, Yang, Jia, Yang, Nan, Huang, Jiawen, Long, Hao, Chen, Ying
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 28.10.2022
Témata:
Agriculture
agroforestry pruning
Forestry
Machine vision
object detection
Path planning
Production
robotics
Service robots
structure design
Vegetation
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Shrnutí:Automation and robotics have been applied in various fields of agriculture and forestry. However, most production operations agriculture and forestry still rely on manual labor, among which pruning is one of the most labor-intensive operations. Therefore, robotic pruning is a potential long-term solution to labor shortages and the associated high costs. Although agricultural and forestry pruning is gradually mechanized, the successful application of pruning robotics still faces many challenges. This paper focuses on the core components and key technologies of pruning robots in agriculture and forestry, including machine vision, manipulators, end-effectors, path planning, and obstacle avoidance. Finally, the challenges and potential opportunities faced by pruning robots in agriculture and forestry are discussed.
DOI:10.1109/ICDSCA56264.2022.9988192