Mobile Robot Navigation by Stereovision

被引:0
|
作者
Suarez Sanchez, Andres Felipe [1 ]
Loaiza Correa, Humberto [2 ]
机构
[1] Univ Valle, Cali, Colombia
[2] Univ Valle, Grp PSI, Escuela Ingn Elect & Elect, Robot & Vis Artificial, Cali, Colombia
来源
ENTRE CIENCIA E INGENIERIA | 2012年 / 11期
关键词
stereovision; disparity map; mobile robots navigation; reactive; potential fields;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents the design and implementation of a low cost stereovision system for being used in mobile robots, which can estimate the distance at which objects are present in its field of vision. The location is achieved by means of an abstraction of a stereoscopic vision sensor to a sensor ring type, which will reduce the stereo information to coplanar distance readings as if it was a sonar. The vision system was used for navigating a mobile robot in a structured environment, using the techniques of reactive path planning and potential fields. The stereovision system implemented showed an average error of 5.34 cm in estimating distances, being tested as main sensor in the Pioneer 3DX robot in different environments under both structured and navigation strategies mentioned above.
引用
收藏
页码:9 / 23
页数:15
相关论文
共 50 条
  • [21] Wheeled mobile robot navigation using proportional navigation
    Belkhouche, Fethi
    Belkhouche, Boumediene
    ADVANCED ROBOTICS, 2007, 21 (3-4) : 395 - 420
  • [22] A Fast Stereovision Measurement Algorithm Based on SIFT Keypoints for Mobile Robot
    Song, Haitao
    Xiao, Han
    He, Wenhao
    Wen, Feng
    Yuan, Kui
    2013 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA), 2013, : 1743 - 1748
  • [23] MOBILE ROBOT NAVIGATION - THE CMU SYSTEM
    GOTO, Y
    STENTZ, A
    IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1987, 2 (04): : 44 - 54
  • [24] Scene Association for Mobile Robot Navigation
    Johns, Edward
    Yang, Guang-Zhong
    IEEE/RSJ 2010 INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2010), 2010,
  • [25] Indoor Navigation of a Wheeled Mobile Robot
    Popa, Anca Sorana
    Popa, Mircea
    Silea, Ioan
    Varlan, Adrian
    2008 CONFERENCE ON HUMAN SYSTEM INTERACTIONS, VOLS 1 AND 2, 2008, : 1015 - +
  • [26] Vision System for the Navigation of a Mobile Robot
    Saldana Gonzalez, Griselda
    Cerezo Sanchez, Jorge
    Bustillo Diaz, Mario Mauricio
    Ata Perez, Apolonio
    COMPUTACION Y SISTEMAS, 2018, 22 (01): : 301 - 308
  • [27] A VISION SYSTEM FOR MOBILE ROBOT NAVIGATION
    BOUDIHIR, ME
    DUFAUT, M
    HUSSON, R
    ROBOTICA, 1994, 12 : 77 - 89
  • [28] Mobile Robot Navigation Assisted by GPS
    Reyes, D.
    Millan, G.
    Osorio, R.
    Lefranc, G.
    IEEE LATIN AMERICA TRANSACTIONS, 2015, 13 (06) : 1915 - 1920
  • [29] An overview of mobile robot navigation technology
    Yao C.
    Shi W.
    Liu C.
    Chen H.
    Chen Q.
    Scientia Sinica Informationis, 2023, 53 (12) : 2303 - 2324
  • [30] AN APPROACH TO LEARNING MOBILE ROBOT NAVIGATION
    THRUN, S
    ROBOTICS AND AUTONOMOUS SYSTEMS, 1995, 15 (04) : 301 - 319