Title :
Path planning of a Dubins vehicle for sequential target observation with ranged sensors
Author :
Hanson, C. ; Richardson, J. ; Girard, A.
Author_Institution :
Aero. Eng. Dept., U. of Michigan, Ann Arbor, MI, USA
fDate :
June 29 2011-July 1 2011
Abstract :
We discuss time-optimal path planning for a Dubins vehicle operating in a planar environment required to investigate a series of static objects of interest. The objects are obscured such that they can be viewed only from a specified direction. The vehicle is equipped with an arbitrary number of sensors projecting circle sector viewing areas of arbitrary size and offset angle from the vehicle´s heading, allowing for a range of vehicle orientations at which the objects can be viewed. Our objective is to minimize the total path distance the vehicle must travel while ensuring that the vehicle views all targets once from their respective required viewing direction. We discretize the sensors´ area and examine the resulting possible solutions with an exhaustive search algorithm and show Monte Carlo simulation results of the exhaustive search algorithm compared to a standard Dubins algorithm.
Keywords :
Monte Carlo methods; mobile robots; path planning; search problems; sensors; time optimal control; Dubins vehicle orientation; Monte Carlo simulation; circle sector; offset angle; path distance; planar environment; ranged sensor; search algorithm; sequential target observation; standard Dubins algorithm; static objects series; time optimal path planning; Cameras; Genetic algorithms; Monte Carlo methods; Path planning; Sensors; Turning; Vehicles;
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4577-0080-4
DOI :
10.1109/ACC.2011.5990964