A Bayesian strategy to enhance the performance of indoor localization systems

Advances in Intelligent and Soft Computing

Volumn 94, Issue , 2011, Pages 79-92

  Iglesias, Josué ^a   Bernardos, Ana M ^a   Casar, José R ^a  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

Bayesian inference; location management; pervasive computing; sensor data fusion; Wireless Sensor Networks

Indexed keywords

BAYESIAN INFERENCE; BINARY SENSORS; EXPERIMENTAL DATA; INDOOR LOCALIZATION; LOCATION MANAGEMENT; LOCATION SYSTEMS; PROBABILISTIC MODELLING; SENSOR DATA; SENSOR DEPLOYMENT; SMART ENVIRONMENT; WIRELESS SENSOR;

ALGORITHMS; BAYESIAN NETWORKS; INFERENCE ENGINES; SENSORS; UBIQUITOUS COMPUTING; WIRELESS SENSOR NETWORKS;

SENSOR DATA FUSION;

EID: 80053005687     PISSN: 18675662     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-19908-0_9     Document Type: Conference Paper

References (25)

1. Teixeira, T., Dublon, G., Savvides, A.: A Survey of Human Sensing: Methods for Detecting Presence, Count, Location, Track and Identity. ACM Computing Surveys (2010)
2. Nakamura, E. F., Loureiro, A. A. F., Frery, A. C.: Information fusion for wireless sensor networks. ACM Computing Surveys 39(3), 9-es (2007)
3. Li, X.: RSS-based location estimation with unknown pathloss model. IEEE Transactions on Wireless Communications 5(12), 3626-3633 (2006) (Pubitemid 44956185)
4. MacDonald, J. T., Roberson, D. A., Ucci, D. R.: Location estimation of isotropic transmitters in wireless sensor networks. In: Military Communications Conference, pp. 1-5 (October 2006)
5. Bahl, P., Padmanabhan, V. N.: RADAR: an in-building RF-based user location and tracking system. In: Proc. IEEE Infocom, pp. 775-784 (March 2000) (Pubitemid 30584527)
6. Lorincz, K., Welsh, M.: 'Motetrack: a robust, decentralized approach to RF-based location tracking. In: Int. Workshop on Location and Context-Awareness at Pervasive (May 2005)
7. Martín, H., Tarrío, P., Bernardos, A. M., Casar, J. R.: Experimental Evaluation of Channel Modelling and Fingerprinting Localization Techniques for Sensor Networks. In: International Symposium on Distributed Computing and Artificial Intelligence 2008 (DCAI 2008), vol. 50, pp. 748-756. Springer, Berlin (2009)
8. Bahl, P., Padmanabhan, V. N.: Radar: An in-building rf-based user location and tracking system. In: INFOCOM (2000)
9. Giorgetti, G., Gupta, S. K., Manes, G.: Wireless localization using self-organising maps. In: IPSN 2007 (2007)
10. He, T., Huang, C., Bium, B. M., Stankovic, J. A., Abdelzaher, T.: Range-free localization schemes for large scale sensor networks. In: ACM MobiCom 2003 (2003)
11. Wark, T., Crossman, C., Hu, W., Guo, Y., Valencia, P., Sikka, P., Corke, P., Lee, C., Henshall, J., O'Grady, J., Reed, M., Fisher, A.: The design and evaluation of a mobile sensor actuator network for autonomous animal control. In: IPSN, pp. 206-215 (2007) (Pubitemid 47582151)
12. Kaseva, V. A., Kohvakka, M., Kuorilehto, M., Hännikäinen, M., Hämäläinen, T. D.: A Wireless Sensor Network for RF-Based Indoor Localization. EURASIP Journal on Advances in Signal Processing 27, Article ID 731835 (2008), doi:10.1155/2008/731835
13. Zhou, J., Shi, J.: RFID localization algorithms and applications-a review. Journal of Intelligent Manufacturing 20(6), 695-707 (2008)
14. Wang, Z., Bulut, E., Szymanski, B. K.: A distributed cooperative target tracking with binary sensor networks. In: Proc. IEEE International Conference on Communication (ICC) Workshops, Beijing, China, May 2008, pp. 306-310 (2008)
15. Wang, Z., Bulut, E., Szymanski, B. K.: Distributed Target Tracking with Imperfect Binary Sensor Networks. In: Proc. IEEE Global Communications Conference (Globecom), New Orleans, USA, December 2008, pp. 1-5 (2008)
16. Wang, Z., Bulut, E., Szymanski, B.: Distributed Target Tracking with Directional Binary Sensor Networks. In: Global Telecommunications Conferece. GLOBECOM (2009)
17. Wymeersch, H., Lien, J., Win, M.: Cooperative Localization in Wireless Networks. Proceedings of the IEEE 97(2), 427-450 (2009)
18. Castro, P., Chiu, P., Kremenek, T., Muntz, R.: A probabilistic room location service for wireless networked environments. In: Abowd, G. D., Brumitt, B., Shafer, S. (eds.) UbiComp 2001. LNCS, vol. 2201, p. 18. Springer, Heidelberg (2001)
19. Wilson, D. H.: People Tracking Using Anonymous, Binary Sensors. M. S. Thesis, CMU Center for Automated Learning & Discovery (2003)
20. Ladd, A., Bekris, K., Rudys, A., Wallach, D., Kavraki, L.: On the feasibility of using wireless ethernet for indoor localization. IEEE Transactions on Robotics and Automation 20(3), 555-559 (2004)
21. Joho, D., Plagemann, C., Burgard, W.: Modeling RFID signal strength and tag detection for localization and mapping. In: IEEE International Conference on Robotics and Automation, 2009, pp. 3160-3165 (2009)
22. Jia, S., Sheng, J., Takase, K.: Improvement of performance of localization ID tag using multi-antenna RFID system. In: SICE Annual Conference, pp. 1715-1718 (2008)
23. Klingbeil, L., Wark, T.: A Wireless Sensor Network for Real-Time Indoor Localisation and Motion Monitoring. In: Klingbeil, L. (ed.) 2008 International Conference on Information Processing in Sensor Networks (IPSN 2008), pp. 39-50 (2008)
24. Martin, H., Metola, E., Bergesio, L., Bernardos, A. M., Iglesias, J., Casar, J. R.: An RFID-enabled framework to support Ambient Home Care Services. In: Third International EURASIP Workshop on RFID Technology, Cartagena, Spain (2010)
25. Thrun, S., Burgard, W., Fox, D.: Probabilistic Robotics. MITPress, Cambridge (2005)