Location fingerprint analyses toward efficient indoor positioning

6th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2008

Volumn , Issue , 2008, Pages 100-109

  Swangmuang, Nattapong ^a   Krishnamurthy, Prashant ^a  

^a UNIVERSITY OF PITTSBURGH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTICAL MODELLING; APPROXIMATE PROBABILITY; ERROR DISTANCE; FINGERPRINT DATABASES; INDOOR POSITIONING; INDOOR POSITIONING SYSTEMS; INTERNAL STRUCTURES; INTERNATIONAL CONFERENCES; LOCATION ESTIMATION; LOCATION FINGERPRINTING; PERFORMANCE RESULTS; PERVASIVE COMPUTING; POSITIONING SYSTEMS; PROXIMITY GRAPHS; RECEIVED SIGNAL STRENGTH;

COMPUTER SYSTEMS; ERROR STATISTICS; MODAL ANALYSIS; PROBABILITY DISTRIBUTIONS; RISK ASSESSMENT;

DATABASE SYSTEMS;

EID: 49149088886     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PERCOM.2008.33     Document Type: Conference Paper

References (24)

1. M. Satyanarayanan, "Pervasive Computing: Vision and Challenges," IEEE Personal Comm., vol. 8, no. 4, pp. 10-17, 2001.
2. K. Kaemarungsi and P. Krishnamurthy, "Modeling of Indoor Positioning Systems Based on Location Fingerprinting," in Proc. IEEE INFOCOM, 2004.
3. P. Castro, P. Chiu, T. Kremenek, and R. R. Muntz, "A Probabilistic Room Location Service for Wireless Networked Environments," in Proc. Ubiquitous Computing, 2001, pp. 18-34.
4. M. Brunato and R. Battiti, "Statistical Learning Theory for Location Fingerprinting in Wireless LANs," Computer Networks, vol. 47, no. 6, pp. 825-845, 2005.
5. P. Krishnamurthy, "Position Location in Mobile Environments," in Proc. NSF Workshop on Context-Aware Mobile Database Management (CAMM), Providence, RI, Jan. 2002.
6. P. Bahl and V. N. Padmanabhan, "RADAR: An In-Building RF-based User Location and Tracking System," in Proc. IEEE Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM'00), Tel Aviv, Israel, Mar. 2000, pp. 775-784.
7. A. LaMarca, Y. Chawathe, S. Consolvo, J. Hightower, I. E. Smith, J. Scott, T. Sohn, J. Howard, J. Hughes, F. Potter, J. Tabert, P. Powledge, G. Borriello, and B. N. Schilit, "Place Lab: Device Positioning Using Radio Beacons in the Wild." in Proc. of International Conference on Pervasive Computing, 2005, pp. 116-133.
8. P. Prasithsangaree, P. Krishnamurthy, and P. K. Chrysanthis, "On Indoor Position Location with Wireless LANs," in Proc. IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC02), Lisbon, Portugal, Sept. 2002.
9. R. Battiti, M. Brunato, and A. Villani, "Statistical Learning Theory for Location Fingerprinting in Wireless LANs," Technical Report, Oct. 2002. [Online]. Available: http://rtm.science.unitn.it/battiti/archive/86.pdf
10. T. Roos, P. Myllymaki, H. Tirri, P. Misikangas, and J. Sievanen, "A Probabilistic Approach to WLAN User Location Estimation," International Journal of Wireless Information Networks, vol. 9, no. 3, pp. 155-164, July 2002.
11. A. M. Ladd, K. E. Bekris, G. Marceau, A. Rudys, L. E. Kavraki, and D. S. Wallach, "Robotics-Based Location Sensing using Wireless Ethernet," in Proc. ACM International Conference on Mobile Computing and Networking (MOBICOM'02), 2002, pp. 227-238.
12. N. Patwari, J. Ash, S. Kyperountas, A. H. Ill, R. Moses, and N. Correal, "Locating the Nodes: Cooperative Localization in Wireless Sensor Networks," IEEE Signal Processing Magazine, vol. 22, no. 4, pp. 54-69, 2005.
13. R. Want, A. Hopper, V. Falcao, and J. Gibbons, "The Active Badge Location System," ACM Transactions on Information Systems, vol. 40, no. 1, pp. 91-102, Jan. 1992.
14. N. B. Priyantha, A. Chakraborty, and H. Balakrishnan, "The Cricket Location-Support System," in Proc. ACM International Conference on Mobile Computing and Networking (MOBICOM'00), Boston, MA, Aug. 2000, pp. 32-43.
15. J. Hightower, R. Want, and G. Borriello, "SpotON: An Indoor 3D Location Sensing Technology Based on RF Signal Strength," University of Washington, Seattle, WA, Techical Report UW CSE 2000-02-02, Feb. 2000.
16. L. M. Ni, Y. Liu, Y C. Lau, and A. P. Patil, "LANMARC: Indoor Location Sensing using Active RFID," Wireless Networks, vol. 10, no. 6, pp. 701-710, Nov. 2004.
17. L.-W. Chan, J.-R. Chiang, Y-C. Chen, C. nan Ke, J. Y jen Hsu, and H.-H. Chu, "Collaborative Localization: Enhancing Wifi-Based Position Estimation with Neighborhood Links in Clusters," in Pervasive, 2006, pp. 50-66.
18. A. Okabe, B. Boots, K. Sugihara, and S. N. Chiu, Spatial Tessellations: Concepts and Applications of Voronoi Diagrams, 2nd ed. NYC: Wiley, 2000, 671 pages.
19. K. Kaemarungsi and P. Krishnarmurthy, "Properties of Indoor Received Signal Strength for WLAN Location Fingerprinting," in Proc. IEEE First Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services (MOBIQUITOUS'04), Boston, MA, Aug. 2004, pp. 14-23.
20. G. J. M. Janssen and R. Prasad, "Propagation Measurements in an Indoor Radio Environment at 2.4 GHz, 4.75 GHz and 11.5 GHz," in Proc. IEEE Vehicular Technology Conference (VTC'92), Denver, CO, May 1992, pp. 617-620.
21. S. Y Seidel and T. S. Rappaport, "914 MHz Path Loss Prediction Models for Indoor Wireless Communications in Multifloored Buildings," IEEE Trans. Antennas Propagat., vol. 40, no. 2, Feb. 1992.
22. T. S. Rappaport, Wireless Communications: Principles and Practice, 1st ed. Upper Saddle River, NJ: Prentice Hall PTR, 1996.
23. J. Small, A. Smailagic, and D. P. Siewiorek, "Determining User Location for Context Aware Computing through the Use of a Wireless LAN Infrastructure," Online, Dec. 2000. [Online]. Available: http://www-2.cs.cmu.edu/~aura55/docdir/small00.pdf
24. K. Kaemarungsi, "Design of Indoor Positioning Systems based on Location Fingerprinting Technique," Ph.D. dissertation, Univ. of Pittsburgh, Pittsburgh, Feb. 2005.