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Map construction method for granary inspection robots

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成果类型:
期刊论文
作者:
Yin, Qiang;Song, Hongjie;Liu, Xiaopeng;Zhang, Yonglin;Song, Shaoyun;...
通讯作者:
Song, HJ
作者机构:
[Zhang, Yonglin; Song, Shaoyun; Song, Hongjie; Li, Hui; Liu, Xiaopeng; Yin, Qiang] Wuhan Polytech Univ, Sch Mech Engn, Wuhan 430023, Peoples R China.
通讯机构:
[Song, HJ ] W
Wuhan Polytech Univ, Sch Mech Engn, Wuhan 430023, Peoples R China.
语种:
英文
关键词:
Constructing maps;FastSLAM algorithm;granary inspection;hunter-prey optimization algorithm;mobile robot
期刊:
Mechanics Based Design of Structures and Machines
ISSN:
1539-7734
年:
2024
基金类别:
Hubei Provincial Department of Science and Technology 2023 Science and technology personnel service enterprise project "Research on key technologies for precision operation of digital grain silo intelligent equipment" [2023DJC105]; Hubei Provincial Key Research and Development Plan project "Research and Industrialization of raw grain sorting and warehousing intelligent equipment technology" [2023BBB018]
机构署名:
本校为第一且通讯机构
院系归属:
机械工程学院
摘要:
This article studies the use of inspection robots to construct environmental maps of domestic bungalow granaries, employing mobile robots to build different granary maps under varying conditions. The 2D maps of the granary are provided to the robots for inspection tasks, helping them reach designated locations and replacing manual inspection methods. During the construction of 2D maps, when new obstacles are discovered or the robot’s pose significantly deviates, the construction switches to 3D maps for more detailed perception and analysis of ...

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