Title :
Exploration Priority Based Heuristic Approach to UAV path planning
Author :
Al Redwan Newaz, Abdullah ; Pratama, Ferdian Adi ; Nak Young Chong
Author_Institution :
Sch. of Inf. Sci., Japan Adv. Inst. of Sci. & Technol., Nomi, Japan
Abstract :
This paper presents a 3D online path planning algorithm for Unmanned Aerial Vehicles (UAVs) equipped with limited range sensors and computational resources in unknown cluttered environments. Even though quadrotor UAVs are considered to be a promising technology for surveillance purposes in indoor environments and for close observation in outdoor urban areas, it is very difficult to achieve autonomous aerial navigation toward a goal avoiding unpredicted collisions. Furthermore, greater attention and effort should be aimed at improving the computational efficiency and performance of path planning algorithms. The proposed heuristic algorithm offers on-the-fly path findings with a lesser computational complexity. We demonstrate the efficiency of our algorithm in a real world scenario implemented using the V-REP simulator.
Keywords :
aerospace control; autonomous aerial vehicles; computational complexity; mobile robots; path planning; telerobotics; video surveillance; 3D online path planning algorithm; UAV path planning; V-REP simulator; autonomous aerial navigation; computational complexity; exploration priority; heuristic approach; indoor environments; outdoor urban areas; path planning algorithms; quadrotor UAV; sensors; surveillance purposes; unmanned aerial vehicles; unpredicted collisions; Accuracy; Global Positioning System; Heuristic algorithms; Path planning; Sensors; Surveillance;
Conference_Titel :
RO-MAN, 2013 IEEE
Conference_Location :
Gyeongju
DOI :
10.1109/ROMAN.2013.6628557