{"title":"修剪机器人研究进展综述","authors":"Haisen Zeng, Jia Yang, Nannan Yang, Jiawen Huang, Hao Long, Ying Chen","doi":"10.1109/ICDSCA56264.2022.9988192","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Review of the Research Progress of Pruning Robots\",\"authors\":\"Haisen Zeng, Jia Yang, Nannan Yang, Jiawen Huang, Hao Long, Ying Chen\",\"doi\":\"10.1109/ICDSCA56264.2022.9988192\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":416983,\"journal\":{\"name\":\"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)\",\"volume\":\"42 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-10-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDSCA56264.2022.9988192\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSCA56264.2022.9988192","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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 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.