A Qualitative Approach to Mobile Robot Navigation Using RFID

被引:2
|
作者
Hossain, M. [1 ]
Rashid, M. M. [1 ]
Bhuiyan, M. M. I. [1 ]
Ahmed, S. [1 ]
Akhtaruzzaman, M. [1 ]
机构
[1] Int Islamic Univ Malaysia, Dept Mechatron Engn, Kuala Lumpur 53100, Malaysia
来源
5TH INTERNATIONAL CONFERENCE ON MECHATRONICS (ICOM'13) | 2013年 / 53卷
关键词
D O I
10.1088/1757-899X/53/1/012064
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Radio Frequency Identification (RFID) system allows automatic identification of items with RFID tags using radio-waves. As the RFID tag has its unique identification number, it is also possible to detect a specific region where the RFID tag lies in. Recently it is widely been used in mobile robot navigation, localization, and mapping both in indoor and outdoor environment. This paper represents a navigation strategy for autonomous mobile robot using passive RFID system. Conventional approaches, such as landmark or dead-reckoning with excessive number of sensors, have complexities in establishing the navigation and localization process. The proposed method satisfies less complexity in navigation strategy as well as estimation of not only the position but also the orientation of the autonomous robot. In this research, polar coordinate system is adopted on the navigation surface where RFID tags are places in a grid with constant displacements. This paper also presents the performance comparisons among various grid architectures through simulation to establish a better solution of the navigation system. In addition, some stationary obstacles are introduced in the navigation environment to satisfy the viability of the navigation process of the autonomous mobile robot.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] MOBILE ROBOT NAVIGATION - A NEURAL NETWORK APPROACH
    SOROUCHYARI, E
    ARTIFICIAL NEURAL NETWORKS : JOURNEES DELECTRONIQUE 1989, 1989, : 159 - 175
  • [32] A modular constructive approach to mobile robot navigation
    Silva, C
    Ribeiro, B
    KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, 2001, 69 : 313 - 317
  • [33] A Robust Qualitative Planner for Mobile Robot Navigation Using Human-Provided Maps
    Shah, Danelle C.
    Campbell, Mark E.
    2011 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2011, : 2580 - 2585
  • [34] Mobile robot trajectory tracking using noisy RSS measurements: An RFID approach
    Miah, M. Suruz
    Gueaieb, Wail
    ISA TRANSACTIONS, 2014, 53 (02) : 433 - 443
  • [35] Mobile Robot for Retail Inventory Using RFID
    Zhang, Jian
    Lyu, Yibo
    Roppel, Thaddeus
    Patton, Justin
    Senthilkumar, C. P.
    PROCEEDINGS 2016 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), 2016, : 101 - 106
  • [36] Reactive navigation of underwater mobile robot using ANFIS approach in a manifold manner
    Kundu S.
    Parhi D.R.
    Kundu, Shubhasri (shubhasri_ee2006@yahoo.co.in), 1600, Chinese Academy of Sciences (14): : 307 - 320
  • [37] Reactive Navigation of Underwater Mobile Robot Using ANFIS Approach in a Manifold Manner
    Shubhasri Kundu
    Dayal R.Parhi
    International Journal of Automation and Computing, 2017, (03) : 307 - 320
  • [38] Navigation system for mobile robots using RFID tags
    Tsukiyama, T
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS 2003, VOL 1-3, 2003, : 1130 - 1135
  • [39] Mobile robot navigation using a sensor network
    Batalin, MA
    Sukhatme, GS
    Hattig, M
    2004 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1- 5, PROCEEDINGS, 2004, : 636 - 641
  • [40] Mobile robot navigation using artificial landmarks
    Takeuchi, K
    Ota, J
    Ikeda, K
    Aiyama, Y
    Arai, T
    INTELLIGENT AUTONOMOUS SYSTEMS 6, 2000, : 431 - 438