Multisensor fusion for simultaneous localization and map building
- 1 December 2001
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Robotics and Automation
- Vol. 17 (6) , 908-914
- https://doi.org/10.1109/70.976024
Abstract
This paper describes how multisensor fusion increases both reliability and precision of the environmental observations used for the simultaneous localization and map-building problem for mobile robots. Multisensor fusion is performed at the level of landmarks, which represent sets of related and possibly correlated sensor observations. The work emphasizes the idea of partial redundancy due to the different nature of the information provided by different sensors. Experimentation with a mobile robot equipped with a multisensor system composed of a 2D laser rangefinder and a charge coupled device camera is reported.Keywords
This publication has 11 references indexed in Scilit:
- Incremental mapping of large cyclic environmentsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2003
- Environment recognition for a mobile robot using double ultrasonic sensors and a CCD cameraPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- A real-time algorithm for mobile robot mapping with applications to multi-robot and 3D mappingPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Data association for mobile robot navigation: a graph theoretic approachPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Adaptive Mobile Robot Navigation and MappingThe International Journal of Robotics Research, 1999
- The SPmap: a probabilistic framework for simultaneous localization and map buildingIEEE Transactions on Robotics and Automation, 1999
- Mobile Robot Localization and Map BuildingPublished by Springer Nature ,1999
- Dynamic Map Building for an Autonomous Mobile RobotThe International Journal of Robotics Research, 1992
- Sensor Models and Multisensor IntegrationThe International Journal of Robotics Research, 1988
- A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lensesIEEE Journal on Robotics and Automation, 1987