{"title":"基于高海拔高寒地区的5G无人机巡检技术研究与应用","authors":"Shen Yang, Yi Liu, Wei Yang","doi":"10.1109/ICETCI53161.2021.9563499","DOIUrl":null,"url":null,"abstract":"Upon entering high-altitude and alpine areas, the 4G drone inspection technology is prone to problems such as poor flight accuracy, high delay, low speed, and slow recognition speed etc. Thus, the research and application analysis of 5G drone inspection technology based on high-altitude and alpine areas becomes important. The research is divided into two parts. The first part builds a 5G inspection device and conducts inspection planning analysis; the second part uses image processing technology to detect power line failures and to complete other inspection tasks, including image preprocessing, convolutional neural network classification and recognition. Through testing, the result shows that the flight performance, image and transmission performance, and defect-recognition performance of 5G drone inspection technology are better than traditional 4G technology. Which solves the problem of 4G drone technology not functioning well in high-altitude and alpine areas. As a result, the purpose of this research is achieved.","PeriodicalId":170858,"journal":{"name":"2021 IEEE International Conference on Electronic Technology, Communication and Information (ICETCI)","volume":"196 11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research and Application of 5G Drone Inspection Technology Based on High Altitude and Alpine Areas\",\"authors\":\"Shen Yang, Yi Liu, Wei Yang\",\"doi\":\"10.1109/ICETCI53161.2021.9563499\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Upon entering high-altitude and alpine areas, the 4G drone inspection technology is prone to problems such as poor flight accuracy, high delay, low speed, and slow recognition speed etc. Thus, the research and application analysis of 5G drone inspection technology based on high-altitude and alpine areas becomes important. The research is divided into two parts. The first part builds a 5G inspection device and conducts inspection planning analysis; the second part uses image processing technology to detect power line failures and to complete other inspection tasks, including image preprocessing, convolutional neural network classification and recognition. Through testing, the result shows that the flight performance, image and transmission performance, and defect-recognition performance of 5G drone inspection technology are better than traditional 4G technology. Which solves the problem of 4G drone technology not functioning well in high-altitude and alpine areas. As a result, the purpose of this research is achieved.\",\"PeriodicalId\":170858,\"journal\":{\"name\":\"2021 IEEE International Conference on Electronic Technology, Communication and Information (ICETCI)\",\"volume\":\"196 11 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-08-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE International Conference on Electronic Technology, Communication and Information (ICETCI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICETCI53161.2021.9563499\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Electronic Technology, Communication and Information (ICETCI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICETCI53161.2021.9563499","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research and Application of 5G Drone Inspection Technology Based on High Altitude and Alpine Areas
Upon entering high-altitude and alpine areas, the 4G drone inspection technology is prone to problems such as poor flight accuracy, high delay, low speed, and slow recognition speed etc. Thus, the research and application analysis of 5G drone inspection technology based on high-altitude and alpine areas becomes important. The research is divided into two parts. The first part builds a 5G inspection device and conducts inspection planning analysis; the second part uses image processing technology to detect power line failures and to complete other inspection tasks, including image preprocessing, convolutional neural network classification and recognition. Through testing, the result shows that the flight performance, image and transmission performance, and defect-recognition performance of 5G drone inspection technology are better than traditional 4G technology. Which solves the problem of 4G drone technology not functioning well in high-altitude and alpine areas. As a result, the purpose of this research is achieved.