DGPS와 연석추출을 이용한 순찰용 로봇의 개발

Other Titles
Development of Patrol Robot using DGPS and Curb Detection
Authors
노치원김승훈김문준강성철홍석교
Issue Date
2007-02
Publisher
제어·로봇·시스템학회
Citation
제어.로봇.시스템학회 논문지, v.13, no.2, pp.140 - 146
Abstract
This paper demonstrates the development of a mobile robot for patrol. We fuse differential GPS, angle sensor and odometry data using the framework of extended Kalman filter to localize a mobile robot in outdoor environments. An important feature of road environment is the existence of curbs. So, we also propose an algorithm to find out the position of curbs from laser range finder data using Hough transform. The mobile robot builds the map of the curbs of roads and the map is used for tracking and localization. The patrol robot system consists of a mobile robot and a control station. The mobile robot sends the image data from a camera to the control station. The remote control station receives and displays the image data. Also, the patrol robot system can be used in two modes, teleoperated or autonomous. In teleoperated mode, the teleoperator commands the mobile robot based on the image data. On the other hand, in autonomous mode, the mobile robot has to autonomously track the predefined waypoints. So, we have designed a path tracking controller to track the path. We have been able to confirm that the proposed algorithms show proper performances in outdoor environment through experiments in the road.
Keywords
patrol robot; EKF algorithm; curb detection; Hough transform; path tracking controller
ISSN
1976-5622
URI
https://pubs.kist.re.kr/handle/201004/134678
Appears in Collections:
KIST Article > 2007
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