Precise dead-reckoning for mobile robots using multiple optical mouse sensors

被引:29
|
作者
Sekimori, Daisuke [1 ]
Miyazaki, Fumio [2 ]
机构
[1] Akashi Natl Coll Technol, Akashi, Hyogo 6748501, Japan
[2] Osaka Univ, Grad Sch Engn Sci, Osaka 5608531, Japan
关键词
dead-reckoning; mobile robot; optical mouse sensor;
D O I
10.1007/978-1-4020-5626-0_18
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, in order to develop an accurate localization for mobile robots, we propose a dead-reckoning system based on increments of the robot movements read directly from the floor using optical mouse sensors. The movements of two axes are measurable with an optical mouse sensor. Therefore, in order to calculate a robot's deviation of position and orientation, it is necessary to attach two optical mouse sensors in the robot. However, it is also assumed that a sensor cannot read the movements correctly due to the condition of the floor, the shaking of the robot, etc. To solve this problem, we arrange multiple optical mouse sensors around the robot and compare sensor values. By selecting reliable sensor values, accurate dead-reckoning is realized. Finally, we verify the effectiveness of this algorithm through several experiments with an actual robot.
引用
收藏
页码:145 / +
页数:2
相关论文
共 50 条
  • [1] Optimal landmark pattern for precise mobile robots dead-reckoning
    Amat, J
    Aranda, J
    Casals, A
    Fernández, X
    [J]. 2001 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS I-IV, PROCEEDINGS, 2001, : 3600 - 3604
  • [2] Probabilistic models of dead-reckoning error in nonholonomic mobile robots
    Zhou, Y
    Chirikjian, GS
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2003, : 1594 - 1599
  • [3] Correction of dead-reckoning errors in map building for mobile robots
    Golfarelli, M
    Maio, D
    Rizzi, S
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2001, 17 (01): : 37 - 47
  • [4] GLOBAL LOCALIZATION USING DEAD-RECKONING AND KINECT SENSORS FOR ROBOTS WITH OMNIDIRECTIONAL MECANUM WHEELS
    Tsai, Ching-Chih
    Tai, Feng-Chun
    Wang, Yu-Cheng
    [J]. JOURNAL OF MARINE SCIENCE AND TECHNOLOGY-TAIWAN, 2014, 22 (03): : 321 - 330
  • [5] Dead-Reckoning Scheme for Wheeled Mobile Robots Moving on Curved Surfaces
    Jae-Hee Kim
    Jae-Cheol Lee
    [J]. Journal of Intelligent & Robotic Systems, 2015, 79 : 211 - 220
  • [6] Dead-Reckoning Scheme for Wheeled Mobile Robots Moving on Curved Surfaces
    Kim, Jae-Hee
    Lee, Jae-Cheol
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2015, 79 (02) : 211 - 220
  • [7] A Study on Direction Estimation of Movement by Multiple Sensors for Pedestrian Dead-Reckoning
    Sakuma, Yuya
    Fujii, Masahiro
    [J]. 2017 FIFTH INTERNATIONAL SYMPOSIUM ON COMPUTING AND NETWORKING (CANDAR), 2017, : 603 - 605
  • [8] Precise Dead-reckoning Using Portable Navigation Device in Urban Environments
    Takeyama, Kojiro
    Suzuki, Noriyoshi
    Kojima, Yoshiko
    Yamashiro, Takahisa
    Kumabe, Seigou
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL TECHNICAL MEETING OF THE INSTITUTE OF NAVIGATION, 2015, : 608 - 613
  • [9] Experimental evaluation of a fiber optics gyroscope for improving dead-reckoning accuracy in mobile robots
    Borenstein, J
    [J]. 1998 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, 1998, : 3456 - 3461
  • [10] A Precise Dead Reckoning Algorithm Based on Bluetooth and Multiple Sensors
    Yu, Ning
    Zhan, Xiaohong
    Zhao, Shengnan
    Wu, Yinfeng
    Feng, Renjian
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2018, 5 (01): : 336 - 351