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논문 기본 정보

자료유형
학술대회자료
저자정보
Hyung Kim (Kyung Hee University) Batsaikhan Dugarjav (Kyung Hee University) Kwang-Hun Lee (Kyung Hee University) Soon-Geul Lee (Kyung Hee University)
저널정보
제어로봇시스템학회 제어로봇시스템학회 국제학술대회 논문집 ICCAS 2014
발행연도
2014.10
수록면
1,027 - 1,030 (4page)

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초록· 키워드

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A mobile robot must know its position within an unknown environment in order to perform tasks reliably. In this paper, enhancing the scan-matching algorithm for accurate map building and localization using a laser range finder in an unknown environment is proposed. When using the encoder, consideration of the error by slip and backlash of wheels is required for accurate localization. In this paper, more accurate translation and rotation between the reference position where the previous pose was obtained and the current position of the mobile robot is obtained by combining with the scanned data of the laser range finder while the robot navigates and using Procrustes analysis. This scan matching method is consecutively applied to the scan data of the environment and the odometer information of the robot. The pose of the robot and the map information of the environment are revised accordingly. Experimental result shows that the proposed scan matching algorithm for a mobile robot facilitates reduction of the error of map building from environmental information with the revised pose information of the robot.

목차

Abstract
1. INTRODUCTION
2. THE PROPOSED SCAN MATCHING METHOD
3. EXPERIMENT AND RESULTS
4. CONCLUSION
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