JOURNAL ARTICLE

Mobile robot localization based on consecutive range sensor scanning and optical flow measurements

Sungjin BaekHyunwoong ParkSoo‐Yong Lee

Year: 2006 Journal:   ICAR '05. Proceedings., 12th International Conference on Advanced Robotics, 2005. Vol: 4 Pages: 17-22

Abstract

Estimating the configuration is one of the key issues for successful mobile robot navigation. Dead-reckoning is simple and fast but it can lead to inaccurate or unreliable estimates. Range sensors are widely used in known environment for localization, but it may not always work due to sensor range limit. Optical flow sensor such as the optical mouse gives accurate relative movement but it requires strict vertical placement. This paper introduces new way of estimating robot configuration by combining the consecutive range sensor data and optical flow information in known environment. Feature extraction from range sensor information and estimation of the relative movement using optical flow sensors are investigated. The proposed method is implemented and tested with a mobile robot

Keywords:
Optical flow Mobile robot Computer science Robot Computer vision Dead reckoning Range (aeronautics) Artificial intelligence Mobile robot navigation Real-time computing Engineering Global Positioning System Robot control Telecommunications

Metrics

15
Cited By
1.70
FWCI (Field Weighted Citation Impact)
19
Refs
0.81
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Robotics and Sensor-Based Localization
Physical Sciences →  Engineering →  Aerospace Engineering
Robotic Path Planning Algorithms
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Vision and Imaging
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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