Occurrence-based fingerprint clustering for fast pattern-matching location determination

IEEE Communications Letters

Volumn 16, Issue 12, 2012, Pages 2012-2015

  Mo, Yijun ^a   Cao, Zuo ^a   Wang, Bang ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

fingerprint clustering; Fingerprint based localization; RSS statistics

Indexed keywords

CLUSTER SELECTION; FINGERPRINT CLUSTERING; FINGERPRINT-BASED LOCALIZATION; LOCALIZATION ACCURACY; LOCALIZATION SYSTEM; LOCATION DETERMINATION; RECEIVED SIGNAL STRENGTH; RECEIVED SIGNAL STRENGTH MEASUREMENTS; REFERENCE POINTS; SCALABILITY PROBLEMS;

TELECOMMUNICATION NETWORKS;

CLUSTERING ALGORITHMS;

EID: 84871259972     PISSN: 10897798     EISSN: None     Source Type: Journal    
DOI: 10.1109/LCOMM.2012.111412.121909     Document Type: Article

References (7)

1. P. Bahl and V. N. Padmanabhan, "RADAR: an in-building RF-based user location and tracking system," in Proc. 2000 IEEE Infocom, pp. 775-784.
2. T. Roos, P. Myllymaki, H. Tirri, P. Misikangas, and J. Sievanen, "A probabilistic approach to WLAN user location estimation," International J. Wireless Inf. Networks, vol. 9, no. 3, pp. 155-164, July 2002.
3. B. Dawes and K. W. Chin, "A comparison of deterministic and probabilistic methods for indoor localization," J. Systems and Software, vol. 84, no. 3, pp. 442-451, 2011
4. K. Kaemarungsi and P. Krishnamurthy, "Analysis of WLAN's received signal strength indication for indoor location fingerprint," Pervasive and Mobile Computing, vol. 8, no. 2, pg. 292-316, 2012
5. T. Wigren, "Adaptive enhanced cell ID fingerprinting localization by clustering of precise position measurements," IEEE Trans. Veh. Technol., vol. 56, no. 5, pp. 3199-3209, Sep. 2007. (Pubitemid 47534571)
6. M. Youssef, A. Agrawala, and U. Shankar, "WLAN location determination via clustering and probability distributions," in Proc. 2003 IEEE PERCOM, pp. 143-150.
7. S.-P. Kuo, B.-J. Wu, W.-C. Peng, and Y.-C. Tseng, "Cluster-enhanced techniques for pattern-matching localization systems," in 2007 IEEE Int'l Conf. on Mobile Ad-hoc and Sensor Systems.