用于自主热源探测的纳米四轴飞行器

Egar Pambudi, Atar Babgei, Mohamad Abdul Hady, Rudy Dikairono
{"title":"用于自主热源探测的纳米四轴飞行器","authors":"Egar Pambudi, Atar Babgei, Mohamad Abdul Hady, Rudy Dikairono","doi":"10.1109/ISITIA59021.2023.10221191","DOIUrl":null,"url":null,"abstract":"Nano quadcopters are increasingly being used for indoor inspections due to their small size and robustness. Recent advancements in thermal imaging technology have resulted in the development of small, cost-effective thermal sensor arrays that can be mounted on small robots, such as nano quadcopters. In this paper, we propose a nano quadcopter-based heat source detection system utilizing arrays of thermal sensors. Moreover, we present a cost-effective and portable system for detecting heat sources in indoor environments more efficiently. In this study, the AMG8833 sensor attached to the Crazyflie 2.1 platform is used to design the system. The sensor detects heat sources as input for an offboard heat detection system, which converts sensor input into quadcopter velocity. It directs the nano quadcopter’s flight towards the heat source and stops it within the decision limit. Series of experiments were conducted to validate the systems by detecting a single heat source at three distinct locations. Overall, the proposed system was able to successfully navigate and detect a single heat source at three locations, arriving at a predetermined distance of 35 cm with an RMSE of 15.29 cm.","PeriodicalId":116682,"journal":{"name":"2023 International Seminar on Intelligent Technology and Its Applications (ISITIA)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Nano Quadcopter for Autonomous Heat Source Detection\",\"authors\":\"Egar Pambudi, Atar Babgei, Mohamad Abdul Hady, Rudy Dikairono\",\"doi\":\"10.1109/ISITIA59021.2023.10221191\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Nano quadcopters are increasingly being used for indoor inspections due to their small size and robustness. Recent advancements in thermal imaging technology have resulted in the development of small, cost-effective thermal sensor arrays that can be mounted on small robots, such as nano quadcopters. In this paper, we propose a nano quadcopter-based heat source detection system utilizing arrays of thermal sensors. Moreover, we present a cost-effective and portable system for detecting heat sources in indoor environments more efficiently. In this study, the AMG8833 sensor attached to the Crazyflie 2.1 platform is used to design the system. The sensor detects heat sources as input for an offboard heat detection system, which converts sensor input into quadcopter velocity. It directs the nano quadcopter’s flight towards the heat source and stops it within the decision limit. Series of experiments were conducted to validate the systems by detecting a single heat source at three distinct locations. Overall, the proposed system was able to successfully navigate and detect a single heat source at three locations, arriving at a predetermined distance of 35 cm with an RMSE of 15.29 cm.\",\"PeriodicalId\":116682,\"journal\":{\"name\":\"2023 International Seminar on Intelligent Technology and Its Applications (ISITIA)\",\"volume\":\"46 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-07-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 International Seminar on Intelligent Technology and Its Applications (ISITIA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISITIA59021.2023.10221191\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Seminar on Intelligent Technology and Its Applications (ISITIA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISITIA59021.2023.10221191","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

纳米四轴飞行器由于体积小、坚固耐用,越来越多地被用于室内检测。热成像技术的最新进展导致了小型,经济高效的热传感器阵列的发展,可以安装在小型机器人上,如纳米四轴飞行器。在本文中,我们提出了一种基于纳米四轴飞行器的热源检测系统,该系统利用热传感器阵列。此外,我们提出了一种成本效益高的便携式系统,用于更有效地检测室内环境中的热源。本研究采用AMG8833传感器连接到crazyfly 2.1平台进行系统设计。该传感器检测热源作为板外热检测系统的输入,该系统将传感器输入转换为四轴飞行器的速度。它引导纳米四轴飞行器向热源飞行,并在决定限制内停止飞行。通过在三个不同的位置检测单个热源,进行了一系列实验来验证该系统。总的来说,该系统能够成功地导航和探测三个位置的单个热源,到达预定的35厘米距离,RMSE为15.29厘米。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nano Quadcopter for Autonomous Heat Source Detection
Nano quadcopters are increasingly being used for indoor inspections due to their small size and robustness. Recent advancements in thermal imaging technology have resulted in the development of small, cost-effective thermal sensor arrays that can be mounted on small robots, such as nano quadcopters. In this paper, we propose a nano quadcopter-based heat source detection system utilizing arrays of thermal sensors. Moreover, we present a cost-effective and portable system for detecting heat sources in indoor environments more efficiently. In this study, the AMG8833 sensor attached to the Crazyflie 2.1 platform is used to design the system. The sensor detects heat sources as input for an offboard heat detection system, which converts sensor input into quadcopter velocity. It directs the nano quadcopter’s flight towards the heat source and stops it within the decision limit. Series of experiments were conducted to validate the systems by detecting a single heat source at three distinct locations. Overall, the proposed system was able to successfully navigate and detect a single heat source at three locations, arriving at a predetermined distance of 35 cm with an RMSE of 15.29 cm.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信