Abstract
Providing location information while people move through a indoor environment is fundamental to smart environments. While many works address this problem, which is often referred to as tracking, the complex radio propagation and the need smart and unobtrusive localization system still represent challenges to current approaches.
We investigate through simulations the applicability of tracking a user with a passive RFID-System. The distinction to former approaches is that we do not constrain the user to wear any electronic devices to help localization. Our approach rather focuses on measuring the variations of signal strength which are caused by a human. For this purpose, we have spotted passive RFID to be very useful since the tags can be placed almost on any surface to measure the spatial distribution of the variations.
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Lieckfeldt, D., You, J., Timmermann, D.: Characterizing the influence of human presence on bistatic passive rfid-system. In: 5th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (2009)
Ni, L.M., Liu, Y., Lau, Y.C., Patil, A.P.: Landmarc: Indoor location sensing using active rfid. Wireless Networks 10(6), 701+ (2004)
Hightower, J., Want, R., Borriello, G.: SpotON: An indoor 3d location sensing technology based on RF signal strength. In: UW CSE 00-02-02. University of Washington, Department of Computer Science and Engineering, Seattle, WA (February 2000)
Liu, X., Corner, M.D., Shenoy, P.D.: Ferret: Rfid localization for pervasive multimedia. In: Dourish, P., Friday, A. (eds.) UbiComp 2006. LNCS, vol. 4206, pp. 422–440. Springer, Heidelberg (2006)
Schneegans, S., Vorst, P., Zell, A.: Using RFID snapshots for mobile robot self-localization. In: Proceedings of the 3rd European Conference on Mobile Robots (ECMR 2007), Freiburg, Germany, September 19-21, pp. 241–246 (2007)
Haenggi, M.: On distances in uniformly random networks. IEEE Transactions on Information Theory 51(10), 3584–3586 (2005)
Zhang, D., Jian, M., Chen, Q., Ni, L.: An rf-based system for tracking transceiver-free objects. In: 5th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2007, White Plains, NY, pp. 135–144 (2006)
Zhang, D., Ni, L.M.: Dynamic clustering for tracking multiple transceiver-free objects. IEEE International Conference on Pervasive Computing and Communications 0, 1–8 (2009)
Patwari, N., Agrawal, P.: Effects of correlated shadowing: Connectivity, localization, and rf tomography. In: International Conference on Information Processing in Sensor Networks, IPSN 2008, April 2008, pp. 82–93 (2008)
Lee, W.: Mobile communications engineering. McGraw-Hill Professional, New York (1982)
Lieckfeldt, D., You, J., Timmermann, D.: Exploiting rf-scatter: Human localization with bistatic passive uhf rfid-systems. In: 5th IEEE Wireless and Mobile Computing, Networking and Communications (2009)
Kay, S.M.: Fundamentals of Statistical Signal Processing, Volume I: Estimation Theory. Prentice Hall PTR, Englewood Cliffs (1993)
Arulampalam, M., Maskell, S., Gordon, N., Clapp, T.: A tutorial on particle filters for online nonlinear/non-gaussian bayesian tracking. IEEE Transactions on Signal Processing 50(2), 174–188 (2002)
Doucet, A., Johansen, A.: A Tutorial on Particle Filtering and Smoothing: Fifteen years later. In: The Oxford Handbook of Nonlinear Filtering. Oxford University Press, Oxford (to appear, 2009)
Ljung, L.: Asymptotic behavior of the extended kalman filter as a parameter estimator for linear systems. IEEE Transactions on Automatic Control 24(1), 36–50 (1979)
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Lieckfeldt, D., You, J., Timmermann, D. (2009). Passive Tracking of Transceiver-Free Users with RFID. In: Tavangarian, D., Kirste, T., Timmermann, D., Lucke, U., Versick, D. (eds) Intelligent Interactive Assistance and Mobile Multimedia Computing. IMC 2009. Communications in Computer and Information Science, vol 53. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-10263-9_28
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DOI: https://doi.org/10.1007/978-3-642-10263-9_28
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