Indoor geolocation with received signal strength fingerprinting technique and neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3124, Issue , 2004, Pages 866-875

  Nerguizian, Chahé ^a   Despins, Charles ^b,c   Affès, Sofiène ^c  

^a ÉCOLE POLYTECHNIQUE DE MONTRÉAL   (Canada)

^b Prompt Québec   (Canada)

^c INRS EMT   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

MEASUREMENT ERRORS; NEURAL NETWORKS; TRACKING (POSITION);

FINGERPRINTING TECHNIQUES; LOCATION DEPENDENTS; MOBILE STATION LOCATION; NARROWBAND CHANNELS; OPERATIONAL ENHANCEMENTS; POSITIONING PERFORMANCE; RECEIVED SIGNAL STRENGTH; TRANSMITTER AND RECEIVER;

LOCATION;

EID: 35048840688     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-27824-5_114     Document Type: Article

References (17)

1. Nerguizian, C., Despins, C., Affès, S.: A Framework for Indoor Geolocation using an Intelligent System. 3rd IEEE Workshop on WLANs, Boston, USA, September 2001. http://www.wlan01.wpi.edu/proceedings/wlan44d.pdf
2. Bahl, P., Padmanabhan, V.N.: RADAR : An In-Building RF-based User Location and Tracking System. Proceedings of IEEE INFOCOM 2000, Tel Aviv, Israel, March 2000.
3. Microsoft Corporation, http://www.microsoft.com
4. Ekahau Inc. http://www.ekahau.com
5. Wireless Internet and Location Management Architecture, http://www.wilmaproject.org
6. Battiti, R., Villani, A., Nhat, T.L.: Neural Network Models for Intelligent Network : Deriving the Location from Signal Patterns. Autonomous Intelligent Networks and Systems, UCLA, Los Angeles, USA, May 2002.
7. US Wireless Corporation. http://www.uswcorp.com
8. VTT Technical Research Centre, http://www.vtt.fi
9. Laitinen, H., Nordström, T., Lähteenmäki, J.: Location of GSM Terminals using a Database of Signal Strength Measurements. URSI XXV National Convention on Radio Science, Helsinki, Finland, September 2000.
10. Ahonen, S., Lähteenmäki, J., Laitinen, H., Horsmanheimo, S.: Usage of Mobile Location Techniques for UMTS Network Planning in Urban Environment. IST Mobile and Wireless Telecommunications Summit 2002, Thessaloniki, Greece, June 2002.
11. Nypan, T., Gade, K., Maseng, T.: Location using Estimated Impulse Responses in a Mobile Communication System. 4th Nordic Signal Processing Symposium (NORSIG 2001), Trondheim, Norway, October 2001.
12. Wax, M., Hilsenrath, O.: Signature Matching for Location Determination in Wireless Communication Sustems. U.S. Patent 6,112,095.
13. Djadel, M., Despins, C., Affès, S.: Narrowband Propagation Characteristics at 2.45 and 18 GHz in Underground Mining Environments. Proceedings IEEE GLOBECOM 2002, Taipai, Taiwan, November 2002.
14. S. Haykin, Neural Network, a Comprehensive Foundation, MacMillan, 1994.
15. Demuth, H., Beale, M.: Neural Network Toolbox for use with Matlab (User's Guide). The MathWorks Inc., 1998.
16. Caffery Jr., J.J., Stüber, G.L.: Overview of Radiolocation in CDMA Cellular Systems. IEEE Communications Magazine, April 1998.
17. Nerguizian, C., Despins, C., Affès, S.: Geolocation in Mines with an Impulse Response Fingerprinting Technique and Neural Networks, submitted to the IEEE Transactions on Wireless Communications, December 2003.