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D ESIGN AND E VALUATION OF F IELD S EGMENTATION , P ATH G ENERATION AND S EQUENTIAL P OINT T RACKING A LGORITHMS FOR A GRICULTURAL M OBILE R OBOTS

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成果类型:
期刊论文
作者:
Luo, Chengming;Zhang, Shuai;Zhong, Jing;Zhou, Mingkuan;Zheng, Kan;...
通讯作者:
Xia, JF
作者机构:
[Zhong, Jing; Du, Jun; Zheng, Kan; Xia, Junfang; Luo, Chengming] Huazhong Agr Univ, Coll Engn, Wuhan, Hubei, Peoples R China.
[Du, Jun; Zheng, Kan; Xia, Junfang; Luo, Chengming] Minist Agr & Rural Affairs, Key Lab Agr Equipment Midlower Yangtze River, Wuhan, Hubei, Peoples R China.
[Zhang, Shuai] Hebei Petr Univ Technol, Dept Mech Engn, Chengde, Hebei, Peoples R China.
[Zhou, Mingkuan] Wuhan Polytech Univ, Sch Elect & Elect Engn, Wuhan, Hubei, Peoples R China.
通讯机构:
[Xia, JF ] H
Huazhong Agr Univ, Coll Engn, Wuhan, Hubei, Peoples R China.
Minist Agr & Rural Affairs, Key Lab Agr Equipment Midlower Yangtze River, Wuhan, Hubei, Peoples R China.
语种:
英文
关键词:
Agricultural mobile robot;Control sequence;Field segmentation;Operation path generation;Point tracking
期刊:
JOURNAL OF THE ASABE
ISSN:
2769-3295
年:
2024
卷:
67
期:
4
页码:
983-993
基金类别:
Fundamental Research Funds for the Central Universities of China [2662019QD001, 2662023GXPY003]; National Natural Science Foun-dation of China [32271994]
机构署名:
本校为其他机构
院系归属:
电气与电子工程学院
摘要:
. As agricultural production becomes increasingly intelligent, operations by autonomous mobile robots become an inevitable trend. For some operations, such as in-field soil sampling, agricultural robots need to track a series of target points in the field. In this work, a field segmentation algorithm, a path generation algorithm, and a sequential point tracking algorithm were designed and evaluated. The field segmentation and operation path generation algorithms, which took, respectively, the total lost area of the field and the total turning angle of the robot as optimization objectives, aime...

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