Helmsman, Set a Course : Using a Compass and RFID Tags for Indoor Localisation and Navigation

Localisation and navigation are still two of the most important issues in mobile robotics. In certain indoor application scenarios RFID (radio frequency identification)-based absolute localisation has been found to be especially successful in supporting navigation. In this paper we evaluate the feasibility of an RFID and compass based approach to robot localisation and navigation for indoor environments that are dominated by corridors. We describe our system and evaluate its performance in a small, but full-scale, test

[1]  Gaurav S. Sukhatme,et al.  Robust localization using relative and absolute position estimates , 1999, Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients (Cat. No.99CH36289).

[2]  Heejae Jung,et al.  Using RFID for Accurate Positioning , 2004 .

[3]  Sebastian Thrun,et al.  FastSLAM: a factored solution to the simultaneous localization and mapping problem , 2002, AAAI/IAAI.

[4]  Nando de Freitas,et al.  Sequential Monte Carlo Methods in Practice , 2001, Statistics for Engineering and Information Science.

[5]  M. O. Berger,et al.  Application of radio frequency identification devices to support navigation of autonomous mobile robots , 1997, 1997 IEEE 47th Vehicular Technology Conference. Technology in Motion.

[6]  Wolfram Burgard,et al.  Probabilistic Robotics (Intelligent Robotics and Autonomous Agents) , 2005 .

[7]  J. Landt,et al.  The history of RFID , 2005, IEEE Potentials.

[8]  Nils J. Nilsson,et al.  A Formal Basis for the Heuristic Determination of Minimum Cost Paths , 1968, IEEE Trans. Syst. Sci. Cybern..

[9]  Kay Römer,et al.  Smart Identification Frameworks for Ubiquitous Computing Applications , 2004, Wirel. Networks.

[10]  P. Schönemann On artificial intelligence , 1985, Behavioral and Brain Sciences.

[11]  John Nicholson,et al.  Robot-assisted wayfinding for the visually impaired in structured indoor environments , 2006, Auton. Robots.

[12]  Sungbok Kim Pseudorandom RFID Tag Arrangement for Improved Mobile Robot Localization , 2009, ICIC.

[13]  Nando de Freitas,et al.  Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks , 2000, UAI.

[14]  JangMyung Lee,et al.  An Efficient Localization Scheme for a Differential-Driving Mobile Robot Based on RFID System , 2007, IEEE Transactions on Industrial Electronics.

[15]  Rolf Dieter Schraft,et al.  Service Robots , 2000 .

[16]  Sebastian Thrun,et al.  Learning Metric-Topological Maps for Indoor Mobile Robot Navigation , 1998, Artif. Intell..

[17]  Randall Smith,et al.  Estimating Uncertain Spatial Relationships in Robotics , 1987, Autonomous Robot Vehicles.

[18]  Yoshihiko Kimuro,et al.  Self-localization of mobile robots with RFID system by using support vector machine , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[19]  Daeheui Won,et al.  A Probabilistic Approach for Mobile Robot Localization under RFID Tag Infrastructures , 2005 .

[20]  Sebastian Thrun,et al.  Large-Scale Robotic 3-D Mapping of Urban Structures , 2004, ISER.

[21]  D. Delen,et al.  RFID for Better Supply‐Chain Management through Enhanced Information Visibility , 2007 .

[22]  Deborah Estrin,et al.  GPS-less low-cost outdoor localization for very small devices , 2000, IEEE Wirel. Commun..

[23]  Nael B. Abu-Ghazaleh,et al.  RFID based localization for a miniaturized robotic platform for wireless protocols evaluation , 2009, 2009 IEEE International Conference on Pervasive Computing and Communications.

[24]  Evangelos E. Milios,et al.  Globally Consistent Range Scan Alignment for Environment Mapping , 1997, Auton. Robots.

[25]  Peter Cheeseman,et al.  On the Representation and Estimation of Spatial Uncertainty , 1986 .

[26]  Andreas Haeberlen,et al.  Practical robust localization over large-scale 802.11 wireless networks , 2004, MobiCom '04.

[27]  Myong-Soon Park,et al.  An indoor localization mechanism using active RFID tag , 2006, IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC'06).

[28]  Ettore Stella,et al.  Mobile robot navigation using vision and odometry , 1994, Proceedings of the Intelligent Vehicles '94 Symposium.

[29]  Jing Shi,et al.  RFID localization algorithms and applications—a review , 2009, J. Intell. Manuf..

[30]  Nak Young Chong,et al.  Automated Robot Docking Using Direction Sensing RFID , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[31]  T. Sanpechuda,et al.  A review of RFID localization: Applications and techniques , 2008, 2008 5th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology.

[32]  Sebastian Thrun,et al.  Simultaneous Localization and Mapping , 2008, Robotics and Cognitive Approaches to Spatial Mapping.