TY - GEN
T1 - Nano Quadcopter for Autonomous Heat Source Detection
AU - Pambudi, Egar
AU - Babgei, Atar Fuady
AU - Hady, Mohamad Abdul
AU - Dikairono, Rudy
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - 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.
AB - 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.
KW - heat detection
KW - nano quadcopter
KW - thermal sensor array
UR - http://www.scopus.com/inward/record.url?scp=85171141585&partnerID=8YFLogxK
U2 - 10.1109/ISITIA59021.2023.10221191
DO - 10.1109/ISITIA59021.2023.10221191
M3 - Conference contribution
AN - SCOPUS:85171141585
T3 - 2023 International Seminar on Intelligent Technology and Its Applications: Leveraging Intelligent Systems to Achieve Sustainable Development Goals, ISITIA 2023 - Proceeding
SP - 180
EP - 185
BT - 2023 International Seminar on Intelligent Technology and Its Applications
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 24th International Seminar on Intelligent Technology and Its Applications, ISITIA 2023
Y2 - 26 July 2023 through 27 July 2023
ER -