The NavChair Assistive Navigation System

The NavChair assistive navigation system is being developed to increase the mobility of severely handicapped individuals by providing navigation assistance for a power wheelchair. During the course of developing NavChair, advances have not only been made in the technology of "smart wheelchairs," but in other areas as well. Work on the NavChair has prompted the development of an obstacle avoidance method, based on an algorithm originally designed for autonomous robots, which allows the NavChair to perform otherwise unmanageable tasks and forms the basis of an adaptive controller. A method of modeling the wheelchair operator to make control adaptation decisions has also been developed and experimentally validated as part of the research on the NavChair. This paper details this past work on the NavChair (along with experimental validation) and also presents work that is to come, which is intended to increase the versatility and functionality of the NavChair.

[1]  Benjamin Kuipers,et al.  Modeling Spatial Knowledge , 1978, IJCAI.

[2]  J. G. Hollands,et al.  Engineering Psychology and Human Performance , 1984 .

[3]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.

[4]  Yoram Koren,et al.  The vector field histogram-fast obstacle avoidance for mobile robots , 1991, IEEE Trans. Robotics Autom..

[5]  Eugene Charniak,et al.  Bayesian Networks without Tears , 1991, AI Mag..

[6]  Yoram Koren,et al.  Histogramic in-motion mapping for mobile robot obstacle avoidance , 1991, IEEE Trans. Robotics Autom..

[7]  Yoram Koren,et al.  Noise rejection for ultrasonic sensors in mobile robot applications , 1992, Proceedings 1992 IEEE International Conference on Robotics and Automation.

[8]  David A. Bell,et al.  An assistive navigation system for wheelchairs based upon mobile robot obstacle avoidance , 1994, Proceedings of the 1994 IEEE International Conference on Robotics and Automation.

[9]  David Bell,et al.  DESIGN CRITERIA FOR OBSTACLE AVOIDANCE IN A SHARED-CONTROL SYSTEM , 1994 .

[10]  David Allen Bell Modeling human behavior for adaptation in human-machine systems. , 1994 .

[11]  David A. Bell,et al.  NavChair: An Example of a Shared-Control System for Assistive Technologies , 1994, ICCHP.

[12]  Accompany Your Manuscript Return to Sme Author's Fact Sheet This Form Must Accompany Your Manuscript Title of Paper: Real-time Obstacle Avoidance for Non-point Mobile Robots , 1995 .

[13]  David Kortenkamp,et al.  Prototypes, Location, and Associative Networks (PLAN): Towards a Unified Theory of Cognitive Mapping , 1995, Cogn. Sci..