Title :
An improvement of D∗ lite algorithm for planetary rover mission planning
Author :
Dong, Shaoyang ; Ju, Hehua ; Xu, Hongxia
Author_Institution :
Coll. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
Abstract :
This paper presents a mission planner for planetary rover based on a new algorithm. The paths returned by the algorithm consider the stationary solar charge, the communication with the work station on earth and the complicated environment which can affect daily mobility activities of the planetary rover. Most grid-based planners use discrete state transitions that constrain an agent motion to a small set of possible headings. As a result, the optimal grid path is actually a suboptimal path. Our approach uses Euclidean distance to estimate the cost and then converse to the time of work pattern, after scanning the visibility of two points. Consequently, it is well suited to planning smooth trajectories for the planetary rover.
Keywords :
mobile robots; path planning; planetary rovers; position control; D* lite algorithm; Euclidean distance; cost estimation; daily mobility activity; discrete state transition; grid-based planner; mission planner; optimal grid path; planetary rover mission planning; smooth trajectory planning; stationary solar charge; Approximation algorithms; Euclidean distance; Heuristic algorithms; Moon; Path planning; Planning; Robots; D∗ lite; mission planning; planetary rover;
Conference_Titel :
Mechatronics and Automation (ICMA), 2011 International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8113-2
DOI :
10.1109/ICMA.2011.5986254