Performance comparison of indoor positioning techniques based on location fingerprinting in wireless networks

2005 International Conference on Wireless Networks, Communications and Mobile Computing

Volumn 2, Issue , 2005, Pages 1569-1574

  Lin, Tsung Nan ^a   Lin, Po Chiang ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; NEURAL NETWORKS; PATTERN RECOGNITION; PROBABILITY; WIRELESS TELECOMMUNICATION SYSTEMS;

K-NEAREST-NEIGHBOR; SIGNAL STRENGTH; TIME DIFFERENCE OF ARRIVAL (TDOA); TIME OF ARRIVAL (TOA);

POSITION CONTROL;

EID: 34547554894     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIRLES.2005.1549647     Document Type: Conference Paper

References (24)

1. S. Thrun, "Probabilistic algorithms in robotics," AI Magazine, 21(4):93-109, 2000.
2. M. H. Jin, H. K. Wu, and J. T. Horng, "An Intelligent Handoff Scheme Based On Location Prediction Technologies", IEEE European Wireless 2002. pp. 551 -557, Feb. 2002
3. M. A. Spirito, "On the Accuracy of Cellular Mobile Station Location Estimation", IEEE Transactions on Vehicular Technology, vol. 50, no. 3, May 2001.
4. T. S. Rappaport, J. H. Reed, and D. Woerner, "Position location using wireless communications on highways of the future", IEEE Comm. Magazine, vol. 34, pp. 33-41, Oct. 1996.
5. S. Tekinay, "Wireless Geolocation Systems and Services," Special Issue of the IEEE Comm. Magazine, April 1998
6. M. Brunato and C. K. Kalló, "Transparent Location Fingerprinting for Wireless Services," technical report DIT-02-071, Informatica e Telecomunicazioni, University of Trento, 2002
7. M. A. Youssef, A. Agrawala, A. U. Shankar, "WLAN Location Determination via Clustering and Probability Distributions," IEEE International Conference on Pervasive Computing and Communications, 2003.
8. P. Bahl and V. N. Padmanabhan. RADAR: An In-Building RF-based User Location and Tracking System. In IEEE Infocom 2000, volume 2, pages 775-784, March 2000.
9. R. O. Duda, P. E. Hart, D. G., "Pattern Classification," Second Edition, John Wiley, 2000
10. S. Haykin, "Neural Networks - A Comprehensive Foundation," Second Edition, Prentice-Hall, 1999.
11. M. A. Youssef's Web Page, http://www.cs.umd.edu/users/moustafa/
12. J. Hightower, G. Borriello, "Location systems for ubiquitous computing," IEEE Computer Magazine, volume 34, issue 8, Aug. 2001, pp. 57-66.
13. K. Pahlavan, X. Li, J. Makela, "Indoor geolocation science and technology," IEEE Communications Magazine, February 2002.
14. Y. Zhao, "Mobile phone location determination and its impact on intelligent transportation systems," IEEE Transactions on Intelligent Transportation Systems, vol. 1, no. 1, March 2000.
15. R. Battiti, T. L. Nhat, A. Villani, "Location-aware computing: a neural network model for determining location in wireless LANs," Technical Report DIT-02-0083, Department of Information and Communication Technology, University of Trento, Feb. 2002.
16. G. Cybenko, "Approximation by superpositions of a sigmoidal function," Mathematics of Control, Signals, and Systems, 2(4):303-314, 1989.
17. K. Funahashi, "On the approximate realization of continuous mappings by neural networks," Neural Networks, 2(3): 183-192, 1989.
18. K. Hornik, M. Stinchcombe, and H. White, "Multilayer feedforward networks are universal approximators," Neural Networks, 2(5):3 59-336, 1989.
19. B. Irie and S. Miyake, "Capabilities of three-layered perceptrons," in Proceedings of the IEEE International Conference on Neural Networks, volume 1, pages 641-648, San Diego, CA, 1988. IEEE.
20. K. Kaemarungsi, P. Krishnamurthy, "Properties of indoor received signal strength for WLAN location fingerprinting," in Proceedings of the First Annual International Conference on Mobile and Ubiquitous Systems: Networking and Service, 2004.
21. th Annual IEEE International Conference on Local Computer Networks, 2004.
22. K. Kaemarungsi, P. Krishnamurthy, "Modeling of indoor positioning systems based on location fingerprinting," IEEE INFOCOM 2004.
23. P. H. Dana, "Global positioning system overview," http://www.colorado.edu/geography/gcraft/notes/gps/gps.html
24. J. Hightower, G. Borriello, "Location sensing techniques," technical report UW-CSE-01-07-01, Computer Science and Engineering, University of Washington, August 8, 2001.