{"title":"视觉驱动六足机器人自动爬楼梯算法研究","authors":"Yangmuzi Zhang, Shengjie Yang, Yunting Jia, Xuan Xiao, Jianming Wang, Yunhai Gao","doi":"10.1109/ur55393.2022.9826286","DOIUrl":null,"url":null,"abstract":"In this paper, an automatic stair climbing algorithm is proposed for a vision-driven hexapod robot. The vision system recognizes and locates the stairs based on yolov3, and then detects the relevant data of the stairs in real time. On the basis, the algorithm can generate the corresponding motion plan according to the stair climbing strategy. To validate our algorithm, a vision-driven hexapod robot was constructed and tested in physical experiments in the setting of multiple sets of stairs. The experimental results show that our algorithm has a good measurement accuracy and good environmental adaptability.","PeriodicalId":398742,"journal":{"name":"2022 19th International Conference on Ubiquitous Robots (UR)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An Algorithm of Automatic Stair Climbing for a Vision-driven Hexapod Robot\",\"authors\":\"Yangmuzi Zhang, Shengjie Yang, Yunting Jia, Xuan Xiao, Jianming Wang, Yunhai Gao\",\"doi\":\"10.1109/ur55393.2022.9826286\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, an automatic stair climbing algorithm is proposed for a vision-driven hexapod robot. The vision system recognizes and locates the stairs based on yolov3, and then detects the relevant data of the stairs in real time. On the basis, the algorithm can generate the corresponding motion plan according to the stair climbing strategy. To validate our algorithm, a vision-driven hexapod robot was constructed and tested in physical experiments in the setting of multiple sets of stairs. The experimental results show that our algorithm has a good measurement accuracy and good environmental adaptability.\",\"PeriodicalId\":398742,\"journal\":{\"name\":\"2022 19th International Conference on Ubiquitous Robots (UR)\",\"volume\":\"68 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 19th International Conference on Ubiquitous Robots (UR)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ur55393.2022.9826286\",\"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 19th International Conference on Ubiquitous Robots (UR)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ur55393.2022.9826286","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An Algorithm of Automatic Stair Climbing for a Vision-driven Hexapod Robot
In this paper, an automatic stair climbing algorithm is proposed for a vision-driven hexapod robot. The vision system recognizes and locates the stairs based on yolov3, and then detects the relevant data of the stairs in real time. On the basis, the algorithm can generate the corresponding motion plan according to the stair climbing strategy. To validate our algorithm, a vision-driven hexapod robot was constructed and tested in physical experiments in the setting of multiple sets of stairs. The experimental results show that our algorithm has a good measurement accuracy and good environmental adaptability.