Title :
Navigation with foraging
Author :
Otte, Michael ; Correll, Nikolaus ; Frazzoli, Emilio
Author_Institution :
Lab. for Inf. & Decision Syst., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
We propose and study the navigation with foraging problem, where an agent with a limited sensor range must simultaneously: (1) navigate to a global goal and (2) forage en route as opportunities to forage are detected. Each foraging act causes a deviation from the shortest path to the long-term goal, with consequences for path length, mission duration, and fuel usage. We analytically calculate and/or bound the expected distance the robot actually travels, given the initial distance to the the global goal. In particular, for either of two non-trivial greedy strategies: (A) forage the point that minimizes goal-heading deviation. (B) forage the closest point ahead of the robot. Our results generalize to problems in higher dimensions.
Keywords :
mobile robots; navigation; path planning; foraging; fuel usage; goal-heading deviation; limited sensor range; mission duration; navigation; nontrivial greedy strategies; path length; robot; shortest path; Fuels; Histograms; Navigation; Robot kinematics; Robot sensing systems; Vectors;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conference on
Conference_Location :
Tokyo
DOI :
10.1109/IROS.2013.6696804