ROS-based object localization using RFID and laser scan

Object localization is a key issue of autonomous robots. RFID as a low cost, easy and effective technology has been widely used in localization and tracking situation. In this paper the ROS-based Simultaneous Localization and Mapping (SLAM) combined with Radio Frequency Identification (RFID) is used for a coarse position by our robot called RCT-M. Then with the RFID tag information, we could query the object information in the object database. Finally, with the object information we utilize suitable laser feature detection to localize an object for a precise position. Some factors associated with RFID reader and RFID tags that can affect the object localization are also discussed.

[1]  Gabriel Robins,et al.  Efficient RFID-based mobile object localization , 2010, 2010 IEEE 6th International Conference on Wireless and Mobile Computing, Networking and Communications.

[2]  José A. Gallud,et al.  Improving location awareness in indoor spaces using RFID technology , 2010, Expert Syst. Appl..

[3]  Morgan Quigley,et al.  ROS: an open-source Robot Operating System , 2009, ICRA 2009.

[4]  Wolfram Burgard,et al.  Mapping and localization with RFID technology , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[5]  Wolfram Burgard,et al.  Improved Techniques for Grid Mapping With Rao-Blackwellized Particle Filters , 2007, IEEE Transactions on Robotics.

[6]  Tamio Arai,et al.  RFID Based Object Localization System Using Ceiling Cameras with Particle Filter , 2007, Future Generation Communication and Networking (FGCN 2007).

[7]  António E. Ruano,et al.  Fast Line, Arc/Circle and Leg Detection from Laser Scan Data in a Player Driver , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[8]  Patrick J. Sweeney RFID For Dummies , 2005 .

[9]  H. E. Chandler,et al.  Technical writer's handbook , 1982, IEEE Transactions on Professional Communication.