A calibration-free localization solution for handling signal strength variance

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

Volumn 5801 LNCS, Issue , 2009, Pages 79-90

  Dong, Fangfang ^a   Chen, Yiqiang ^a   Liu, Junfa ^a   Ning, Qiong ^a   Piao, Songmei ^a  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

Author keywords

Calibration Free Localization; Signal Strength Variance; Wireless Local Area Network

Indexed keywords

CALIBRATION DATA; DIVERSE DEVICES; FREE LOCALIZATION; FREE SOLUTIONS; INDOOR LOCALIZATION TECHNIQUES; POSITIONAL ACCURACY; REAL-WORLD; SIGNAL STRENGTHS; TEST DEVICE; WIRELESS ENVIRONMENT;

CALIBRATION; CHANNEL CAPACITY; ENVIRONMENTAL TESTING; GLOBAL POSITIONING SYSTEM; LOCAL AREA NETWORKS;

WIRELESS NETWORKS;

EID: 76649123087     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04385-7_6     Document Type: Conference Paper

References (16)

1. Kjærgaard, M.B., Munk, C.V.: Hyperbolic location fingerprinting: A calibration-free solution for handling differences in signal strength (concise contribution). In: Sixth Annual IEEE International Conference on Pervasive Computing and Communications, pp. 110-116 (2008)
2. Haeberlen, A., Flannery, E., Ladd, A.M., Rudys, A., Wallach, D.S., Kavraki, L.E.: Practical robust localization over large-scale 802.11 wireless networks. In: Proceedings of the 10th Annual International Conference on Mobile Computing and Networking, pp. 70-84 (2004)
3. Kjærgaard, M.B.: Automatic mitigation of sensor variations for signal strength based location systems. In: Hazas, M., Krumm, J., Strang, T. (eds.) LoCA 2006. LNCS, vol. 3987, pp. 30-47. Springer, Heidelberg (2006)
4. Zheng, V.W., Pan, S.J., Yang, Q., Pan, J.J.: Transferring multi-device localization models using latent multi-task learning. In: Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, pp. 1427-1432 (2008)
5. Sun, Z., Yiqiang Chen, J.Q., Liu, J.: Adaptive localization through transfer learning in indoor wi-fi environment. In: Proceedings of the 2008 Seventh International Conference on Machine Learning and Applications, pp. 331-336 (2008)
6. Bahl, P., Padmanabhan, V.N.: Radar: An in-building rf-based user location and tracking system. In: INFOCOM, pp. 775-784 (2000)
7. Bahl, P., Padmanabhan, V.N.: Enhancements to the radar user location and tracking system. Technical report, Microsoft Research (2000)
8. Smailagic, A., Siewiorek, D.P., Joshua, A., David, K.: Location sensing and privacy in a context aware computing environment. In: IEEE Pervasive Computing, vol. 9, pp. 10-17 (2001)
9. Youssef, M., Agrawala, A.K.: The horus wlan location determination system. In: Proceedings of the 3rd International Conference on Mobile Systems, Applications, and Services, pp. 205-218 (2005)
10. Ladd, A.M., Bekris, K.E., Rudys, A., Kavraki, L.E., Wallach, D.S., Marceau, G.: Robotics-based location sensing using wireless ethernet. In: Proceedings of the Eighth Annual International Conference on Mobile Computing and Networking, pp. 227-238 (2002)
11. Youssef, M., Agrawala, A.K.: Handling samples correlation in the horus system. In: INFOCOM (2004)
12. Youssef, M., Agrawala, A.: Small-scale compensation for wlan location determination systems. In: IEEE WCNC 2003 (2003)
13. Gentile, C., Berndt, L.: Robust location using system dynamics and motion constrains. In: IEEE Conference on Communications (2004)
14. Tsui, A., Chuang, Y.H., Chu, H.H.: Unsupervised learning for solving rss hardware variance problem in wifi localization. In: Mobile Networks and Applications (2009)
15. Roos, T., Myllymäki, P., Tirri, H., Misikangas, P., Sievänen, J.: A probabilistic approach to wlan user location estimation. IJWIN 9(3), 155-164 (2002)
16. Youssef, M., Agrawala, A.: On the optimality of wlanlocation determination systems. In: Comm. Networks and Distributed Systems Modeling and Simulation Conf. (2004)