Title :
Solution to a door crossing problem for an autonomous wheelchair
Author :
Cheein, Fernando Auat ; Cruz, Celso De La ; Carelli, Ricardo ; Bastos-Filho, Teodiano F.
Author_Institution :
Inst. of Automatics, Nat. Univ. of San Juan, San Juan, Argentina
Abstract :
This paper proposes a solution to a door crossing problem in unknown environments for an autonomous wheelchair. The problem is solved by a dynamic path planning algorithm implementation based on successive frontier points determination. An adaptive trajectory tracking control based on the dynamic model is implemented on the vehicle to direct the wheelchair motion along the path in a smooth movement. An EKF feature-based SLAM is also implemented on the vehicle which gives an estimate of the wheelchair pose inside the environment. The SLAM allows the map reconstruction of the environment for future safe navigation purposes. The entire system is evaluated in a real time simulator of a robotic wheelchair.
Keywords :
Kalman filters; SLAM (robots); adaptive control; handicapped aids; mobile robots; motion control; nonlinear filters; path planning; pose estimation; position control; wheelchairs; EKF feature-based SLAM; adaptive trajectory tracking control; autonomous wheelchair; door crossing problem; dynamic path planning; frontier points determination; map reconstruction; pose estimation; robotic wheelchair; safe navigation; wheelchair motion; Adaptive control; Heuristic algorithms; Motion control; Path planning; Programmable control; Simultaneous localization and mapping; Tracking; Trajectory; Vehicle dynamics; Wheelchairs;
Conference_Titel :
Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-3803-7
Electronic_ISBN :
978-1-4244-3804-4
DOI :
10.1109/IROS.2009.5354608