Title :
Coordinated UAV Path Planning Using Differential Evolution
Author :
Nikolos, Ioannis K. ; Brintaki, Athina N.
Author_Institution :
Dept. of Production Eng. & Manage., Tech. Univ. Crete, Chania
Abstract :
A differential evolution based framework is utilized to design an off-line path planner for unmanned aerial vehicles (UAVs) coordinated navigation in known static maritime environments. Considering the problem of having a number of UAVs starting from different known initial locations, the issue is to produce 2-D trajectories, formed by successive way-points, with a desirable velocity distribution along each trajectory, aiming at reaching a predetermined target location, while ensuring collision avoidance either with the environmental obstacles or with the UAVs and satisfying specific route and coordination constraints and objectives. The constraints are imposed in order to maximize the probabilities of UAVs survival and mission accomplishment
Keywords :
aerospace robotics; collision avoidance; mobile robots; remotely operated vehicles; telerobotics; UAV path planning; collision avoidance; differential evolution; offline path planner; static maritime environments; unmanned aerial vehicles; Automation; Collision avoidance; Cost function; Geographic Information Systems; Global Positioning System; Navigation; Path planning; Safety; Trajectory; Unmanned aerial vehicles;
Conference_Titel :
Intelligent Control, 2005. Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation
Conference_Location :
Limassol
Print_ISBN :
0-7803-8936-0
DOI :
10.1109/.2005.1467074