Title :
Dynamic generation of subgoals for autonomous mobile robots using local feedback information
Author :
Krogh, Bruce H. ; Feng, Dai
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie-Mellon Univ., Pittsburgh, PA, USA
fDate :
5/1/1989 12:00:00 AM
Abstract :
An algorithm is presented for using a local feedback information to generate subgoals for driving an autonomous mobile robot (AMR) along a collision-free trajectory to a goal. The subgoals section algorithm (SSA) updates subgoal positions while the AMR is moving so that continuous motion is achieved without stopping to replan a path when new sensor data becomes available. Assuming a finite number of polynomial obstacles (i.e. the internal representation of the local environment in terms of a 2-D map with linear obstacles boundaries) and a dynamic steering control algorithm (SCA) capable of driving the AMR to safe subgoals, it is shown that the feedback algorithm for subgoal selection will direct the AMR along a collision-free trajectory to the final goal in finite time. Properties of the algorithm are illustrated by simulation examples
Keywords :
artificial intelligence; feedback; mobile robots; position control; artificial intelligence; autonomous mobile robots; collision-free trajectory; dynamic steering control; local feedback; polynomial obstacles; position control; subgoals section algorithm; Application software; Feedback loop; Heuristic algorithms; Kinematics; Linear feedback control systems; Mobile robots; Navigation; Path planning; Robot sensing systems; Trajectory;
Journal_Title :
Automatic Control, IEEE Transactions on