Title :
Forest fire monitoring with multiple small UAVs
Author :
Casbeer, David W. ; Beard, Randal W. ; McLain, Timothy W. ; Li, Sai-Ming ; Mehra, Raman K.
Author_Institution :
Brigham Young Univ., Provo, UT, USA
Abstract :
Frequent updates concerning the progress of a forest fire are essential for effective and safe fire fighting. Since a forest fire is typically inaccessible by ground vehicles due to mountainous terrain, small unmanned air vehicles (UAVs) are emerging as a promising means of monitoring large forest fires. We present an effective UAV path planning algorithm utilizing infrared images that are collected on-board in real-time. To demonstrate the effectiveness of our path planning algorithm in realistic scenarios, we simulated the propagation of a forest fire with the EMBYR model. A new cooperative control mission concept is introduced where multiple low-altitude, short-endurance (LASE) UAVs are used for fire monitoring. By employing multiple UAVs, the effectiveness of the mission in terms of information update rate can be improved dramatically.
Keywords :
aerospace robotics; aircraft; computerised monitoring; cooperative systems; fires; forestry; mobile robots; multi-robot systems; path planning; remotely operated vehicles; safety; UAV path planning algorithm; fire fighting safety; forest fire monitoring; infrared images; low-altitude short-endurance UAV; multiple small UAV; path planning algorithm; small unmanned air vehicles; Base stations; Fires; Image resolution; Low earth orbit satellites; Monitoring; Path planning; Satellite broadcasting; Shape control; Space technology; Unmanned aerial vehicles;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470520