Mobile robot position determination using visual landmarks

This paper is concerned with the problem of determining the position of a mobile vehicle during navigation. In order to achieve this objective a multisensor navigation system for self location of the robot has been developed. By tracking a few known landmarks with a vision module, the system is able to monitor continuously its position and to integrate these estimates with the measures provided by the vehicle odometers. This paper describes in detail the vision module used by the navigation system. >

[1]  Ingemar J. Cox,et al.  Autonomous Robot Vehicles , 1990, Springer New York.

[2]  Tiziana D'Orazio,et al.  Mobile robot navigation by multi-sensory integration , 1993, [1993] Proceedings IEEE International Conference on Robotics and Automation.

[3]  Essameddin Badreddin,et al.  Mobile robot localization in a structured environment cluttered with obstacles , 1992, Proceedings 1992 IEEE International Conference on Robotics and Automation.

[4]  Ingemar J. Cox Blanche: Position Estimation for an Autonomous Robot Vehicle , 1990, Autonomous Robot Vehicles.

[5]  Luce Morin,et al.  Relative positioning from geometric invariants , 1991, Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[6]  Ingemar J. Cox,et al.  Blanche: Position Estimation For An Autonomous Robot Vehicle , 1989, Proceedings. IEEE/RSJ International Workshop on Intelligent Robots and Systems '. (IROS '89) 'The Autonomous Mobile Robots and Its Applications.

[7]  T. Strat Recovering the camera parameters from a transformation matrix , 1987 .

[8]  A. R. Hanson,et al.  Robust estimation of camera location and orientation from noisy data having outliers , 1989, [1989] Proceedings. Workshop on Interpretation of 3D Scenes.

[9]  Lindsay Kleeman,et al.  Optimal estimation of position and heading for mobile robots using ultrasonic beacons and dead-reckoning , 1992, Proceedings 1992 IEEE International Conference on Robotics and Automation.

[10]  Álvaro Enrique Arenas,et al.  Position verification of a mobile robot using standard pattern , 1987, IEEE Journal on Robotics and Automation.

[11]  Theodore S. Rappaport,et al.  Infra-red location system for navigation of autonomous vehicles , 1988, Proceedings. 1988 IEEE International Conference on Robotics and Automation.

[12]  N. A. Duffie,et al.  On-line compensation of mobile robot docking errors , 1987, IEEE Journal on Robotics and Automation.

[13]  H. Makela,et al.  Navigation of outdoor mobile robots using dead reckoning and visually detected landmarks , 1991, Fifth International Conference on Advanced Robotics 'Robots in Unstructured Environments.

[14]  Olivier D. Faugeras,et al.  Determination of Camera Location from 2-D to 3-D Line and Point Correspondences , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[15]  Remzi H. Arpaci-Dusseau,et al.  Model-driven pose correction , 1992, Proceedings 1992 IEEE International Conference on Robotics and Automation.

[16]  Dimitris P. Tsakiris,et al.  On the visual mathematics of tracking , 1991, Image Vis. Comput..

[17]  Hugh F. Durrant-Whyte,et al.  Mobile robot localization by tracking geometric beacons , 1991, IEEE Trans. Robotics Autom..

[18]  James L. Crowley,et al.  Position estimation for a mobile robot using vision and odometry , 1992, Proceedings 1992 IEEE International Conference on Robotics and Automation.

[19]  Avinash C. Kak,et al.  Fast vision-guided mobile robot navigation using model-based reasoning and prediction of uncertainties , 1992, CVGIP Image Underst..