On the Impact of Reference Node Placement in Wireless Indoor Positioning Systems

This paper presents a studyof the impact of reference node locations on the accuracy of the indoor positioning systems. In particular, we analyze the localization accuracy of the RSSI database mapping techniques, deploying on the IEEE 802.15.4 wireless networks. The results show that the locations of the reference nodes used in the positioning systems affect the signal propagation characteristics in the service area. Thisin turn affects the accuracy of the wireless indoor positioning system. We found that suitable location of reference nodes could reduce the positioning error upto 35 %.




References:
[1] T.Stoyanova, F.Kerasiotis, A.Prayati and G. Papadopoulos, "Evaluation
of Impact Factors on RSS Accuracy for Localization and Tracking Applications in Sensor Networks," Telecommunication System, July 2009, pp. 235-248.
[2] N. Patwari, A.O. Hero, M. Perkins,N. S. Correal and R. J. O-Dea, "Relative Location Estimation in Wireless Sensor Networks," IEEE
Transactions on Signal Processing, vol. 51, August 2003, pp. 2137-2148.
[3] M. Sugano, T. Kawazoe, Y. Ohta and M. Murata, "Indoor Localization
System Using RSSI Measurement of Wireless Sensor Network Based on
ZigBee tandard,"International Conference on Wireless Network and Emerging Technologies, July 2006, pp. 1-6.
[4] Q. Yao, F. Wang, Fellow, H. Gao, K. Wang andH.Zhao,"Location
Estimation in ZigBee Network Based on Fingerprinting," IEEE International Conference on Vehicular Electronics and Safety,
December 2007.
[5] Paschalidis, I. Ch. and D. Guo, "Robust and Distributed Stochastic
Localization in Sensor Networks: Theory and Experimental Results,"
ACM Transactions on Sensor Networks, vol. 5, No. 4, November 2009, pp. 1-22.
[6] O.Baala, Y. Zheng and A.Caminada, "The Impact of AP Placement in
WLAN-Based Indoor Positioning System,"International Conference on
Networks, 2009, pp. 12-17.
[7] Olga E. Segou, Stelios A. Mitilineos, Stelios C.A. Thomopoulos,
"DALE: A Range-Free, Adaptive Indoor Localization Method Enhanced
by Limited Fingerprinting", International Conference on Indoor
Positioning and Indoor Navigation,September 2010.
[8] M. Baunach, R. Kolla and C. Muhlberger, "Beyond Theory: Development of a Real World Localization Application as Low Power
WSN," IEEE Conference on Local Computer Networks,October 2007,
pp. 872-897.
[9] U. Grossmann, M. Schauch and S. Hakobyan, "RSSI Based WLAN
Indoor Positioning with Personal Digital Assistants,"IEEE Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, September 2007, pp.653-656.
[10] W.Y. Chiu and B.S. Chen, "Mobile positioning problem in Manhattanlike
Urban Areas: Uniqueness of Solution, Optimal Deployment of BSs, and Fuzzy Implementation," IEEE Transactions on Signal Processing, vol. 57, December 2009, pp. 4918 - 4929.