Simulation of measuring data obtained from RFID-tags in systems of spatial localization of objects
DOI:
https://doi.org/10.3103/S0735272716070037Keywords:
RFID, radio-frequency identification, simulation, localization, positioning, measuring dataAbstract
Paper presents the simulation of processes of spatial localization of objects using systems of radio-frequency identification (RFID systems). The simulation technique for simulation modeling the measuring data of proximity type, received signal strength (RSS) type, and read rate (RR) type obtained from passive RFID-tags has been developed. The technique allows us to carry out the preliminary comparison of localization accuracy ensured in case of using different algorithms of localization and types of measuring data for arbitrary regions of localization. The testing of this technique indicated that the relative error of simulation results as compared to experimental results amounted on average to 8% and did not exceed 28%.References
LIU, HUI; DARABI, HOUSHANG; BANERJEE, PAT; LIU, JING. Survey of wireless indoor positioning techniques and systems. IEEE Trans. Systems, Man, Cybernetics, Part C (Applications and Reviews), Nov. 2007, v.37, n.6, p.1067-1080, DOI: http://dx.doi.org/10.1109/TSMCC.2007.905750.
GIMPILEVICH, Y.B.; LEVIN, E.A.; SAVOCHKIN, D.A. State-of-the-art overview and development prospects for methods of spatial localization of objects based on the technologies of radio-frequency identification. Radiotekhnika (Kharkiv), 2013, n.173, p.69-80, http://open-archive.kture.kharkov.ua/handle/123456789/1976.
ZHAO, YIYANG; CHEUNG, S.C.; NI, L.M. LocaToR: locating passive RFID tags with the relative neighborhood graph. Proc. of IEEE/IFIP 8th Int. Conf. on Embedded and Ubiquitous Computing, EUC, 11-13 Dec. 2010, Hong Kong. IEEE, 2010, p.154-161, DOI: http://dx.doi.org/10.1109/EUC.2010.31.
GIMPILEVICH, YURIY B.; SAVOCHKIN, D.A. RFID indoor positioning system based on read rate measurement information. Proc. of IX Int. Conf. on Antenna Theory and Techniques, ICATT, 16-20 Sept. 2013, Odessa, Ukraine. IEEE, 2013, p.546-548, DOI: http://dx.doi.org/10.1109/ICATT.2013.6650842.
ZHANG, DA; XIA, FENG; YANG, ZHUO; YAO, LIN; ZHAO, WENHONG. Localization technologies for indoor human tracking. Proc. of 5th Int. Conf. on Future Information Technology, 21-23 May 2010, Busan. IEEE, 2010, p.1-6, DOI: http://dx.doi.org/10.1109/FUTURETECH.2010.5482731.
NI, L.M.; LIU, YUNHAO; LAU, YIU CHO; PATIL, A.P. LANDMARC: indoor location sensing using active RFID. Proc. of First IEEE Int. Conf. on Pervasive Computing and Communications, PerCom, 26 Mar. 2003, Fort Worth, TX. IEEE, 2003, p.407-415, DOI: http://dx.doi.org/10.1109/PERCOM.2003.1192765.
SAVOCHKIN, DMITRIY A. Combinational RFID-based localization using different algorithms and measurements. Proc. of 20th Int. Conf. on Microwaves, Radar, and Wireless Communications, MIKON, 16-18 Jun. 2014, Gdansk. IEEE, 2014, p.563-566, DOI: http://dx.doi.org/10.1109/MIKON.2014.6899958.
LAARAIEDH, MOHAMED; YU, LEI; AVRILLON, STEPHANE; UGUEN, BERNARD. Comparison of hybrid localization schemes using RSSI, TOA, and TDOA. Proc. of 11th European Conf. on Sustainable Wireless Technoligies, 27-29 April 2011, Vienna, Austria. IEEE, 2011, p.1–5, http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=5898074.
GRISHIN, Y.P.; IPATOV, V.P.; KAZARINOV, Y.M.; ET AL. Radio Systems: Textbook for Higher School, Radio Engineering Speciality. Moscow: Vyssh. Shkola, 1990 [in Russian, ed. by Yu. M. Kazarinov].
ALN-9654 G Inlay. Alien Technology, http://www.alientechnology.com/wp-content/uploads/Alien-Technology-Higgs-3-ALN-9654-G.pdf.
BOVA, N.T.; REZNIKOV, G.B. Microwave Antennas and Equipment. Kiev: Vyssh. Shkola, 1982 [in Russian].
WACKERLY, D.; MENDENHALL, W.; SCHEAFFER, R.L. Mathematical Statistics with Applications. Thomson Learning, Duxbury, 2007, 944 p.
STEPANOV, S.S. Stochastic World. New York: Springer, 2013, 370 p.
WILSON, P.; PRASHANTH, DANIEL; AGHAJAN, HAMID. Utilizing RFID signaling scheme for localization of stationary objects and speed estimation of mobile objects. Proc. of IEEE Int. Conf. on RFID, 26-28 March, 2007, Grapevine, TX. IEEE, 2007, p.94-99, DOI: http://dx.doi.org/10.1109/RFID.2007.346155.
YEN, CHIH-CHUAN; GUTIERREZ, ALFONSO E.; VEERAMANI, DHARMARAJ; VAN DER WEIDE, DANIEL. Radar cross-section analysis of backscattering RFID tags. IEEE Antennas Wireless Propag. Lett., 2007, v.6, p.279-281, DOI: http://dx.doi.org/10.1109/LAWP.2007.898552.
SAVOCHKIN, D.A. Object spatial localization method based on classification process for use in RFID systems. Radioelektronni i Kompyuterni Systemy, 2013, v.63, n.4, p.89-97, http://www.khai.edu/csp/nauchportal/Arhiv/REKS/2013/REKS413/Savochk.pdf.
