Fingerprinting methods for RFID tag indoor localization

Different approaches based on various wireless have been proposed so far for indoor localization. Radio frequency Identification (RFID) indoor localization seems to be a promising way of research. The identification capability of this technology combined to localization methods improves the results obtained by other wireless technologies such as Wifi, GPS, Zigbee. This paper details some localization techniques used for RFID Tags localization in Indoor environment. In particular, Fingerprinting methods are compared to Distance estimation methods. We will show through several simulation experiments, using NS2 and Matlab software, that fingerprinting techniques outperform Distance estimation techniques for localization and tracking tasks.

[1]  Cristina Turcu Deploying RFID - Challenges, Solutions, and Open Issues , 2011 .

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

[3]  Baris Fidan,et al.  Localization Algorithms and Strategies for Wireless Sensor Networks: Monitoring and Surveillance Techniques for Target Tracking , 2009 .

[4]  Dirk Timmermann,et al.  Exploiting RF-Scatter: Human Localization with Bistatic Passive UHF RFID-Systems , 2009, 2009 IEEE International Conference on Wireless and Mobile Computing, Networking and Communications.

[5]  Xu Huang,et al.  A Taxonomy for RFID Systems , 2007 .

[6]  Vincent W. S. Wong,et al.  MDS-Based Localization Algorithm for RFID Systems , 2011, 2011 IEEE International Conference on Communications (ICC).

[7]  W. Torgerson Multidimensional scaling: I. Theory and method , 1952 .

[8]  Jeffrey H. Reed,et al.  Position location using wireless communications on highways of the future , 1996, IEEE Commun. Mag..

[9]  Yunhao Liu,et al.  LANDMARC: Indoor Location Sensing Using Active RFID , 2004, Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003. (PerCom 2003)..

[10]  Gaetano Borriello,et al.  SpotON: An Indoor 3D Location Sensing Technology Based on RF Signal Strength , 2000 .

[11]  Mourad Oussalah,et al.  Multivariable Fuzzy Inference with Multi Nearest Neighbour for Indoor WLAN Localization Based on RSS Fingerprint , 2013, 2013 UKSim 15th International Conference on Computer Modelling and Simulation.

[12]  Daniel M. Dobkin The RF in RFID, Second Edition: UHF RFID in Practice , 2012 .

[13]  Xinrong Li,et al.  Indoor Propagation Modeling at 2.4 GHz for IEEE 802.11 Networks , 2005, Wireless and Optical Communications.

[14]  Hakima Chaouchi,et al.  The Applicability of RFID for Indoor Localization , 2011 .

[15]  M. Bouet,et al.  RFID tags: Positioning principles and localization techniques , 2008, 2008 1st IFIP Wireless Days.