Resource-aware on-line RFID localization using proximity data

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

Volumn 6913 LNAI, Issue PART 3, 2011, Pages 129-144

  Scholz, Christoph ^a   Doerfel, Stephan ^a   Atzmueller, Martin ^a   Hotho, Andreas ^b   Stumme, Gerd ^a  

^a UNIVERSITY OF KASSEL   (Germany)

^b UNIVERSITY OF WÜRZBURG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE RFID; IMPROVE-A; LOCALIZATION TECHNIQUE; MACHINE-LEARNING; REAL WORLD DATA; RESOURCE AWARE; RFID TECHNOLOGY;

CRYPTOGRAPHY; LEARNING SYSTEMS; RADIO NAVIGATION;

RADIO FREQUENCY IDENTIFICATION (RFID);

EID: 80052400544     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-23808-6_9     Document Type: Conference Paper

References (21)

1. CRAN - Package randomForest, http://cran.r-project.org/web/packages/ randomForest/index.html
2. OpenBeacon Active RFID Project, http://www.openbeacon.org
3. SVM-Light Support Vector Machine, http://svmlight.joachims.org/
4. Bahl, P., Padmanabhan, V.N.: RADAR: An In-Building RF-Based User Location and Tracking System. In: INFOCOM, pp. 775-784 (2000)
5. Barrat, A., Cattuto, C., Colizza, V., Pinton, J.F., Den Broeck, W.V., Vespignani, A.: High Resolution Dynamical Mapping of Social Interactions with Active RFID. CoRR abs/0811.4170 (2008)
6. Bekkali, A., Sanson, H., Matsumoto, M.: RFID Indoor Positioning Based on Probabilistic RFID Map and Kalman Filtering. In: WiMob, p. 21 (2007)
7. Breiman, L.: Random forests. Machine Learning 45(1), 5-32 (2001)
8. Cattuto, C., Den Broeck, W.V., Barrat, A., Colizza, V., Pinton, J.F., Vespignani, A.: Dynamics of Person-to-Person Interactions from Distributed RFID Sensor Networks. PLoS ONE 5(7) (July 2010)
9. Cortes, C., Vapnik, V.: Support-Vector Networks. Machine Learning 20(3), 273-297 (1995)
10. Finkenzeller, K.: RFID Handbook: Fundamentals and Applications in Contactless Smart Cards and Identification, 2nd edn. John Wiley & Sons, Inc., New York (2003)
11. Glover, B., Bhatt, H.: RFID Essentials (Theory in Practice (O'Reilly)). O'Reilly Media, Inc., Sebastopol (2006)
12. Hightower, J., Vakili, C., Borriello, G., Want, R.: Design and Calibration of the SpotON Ad-Hoc Location Sensing System. Tech. rep. (2001)
13. Isella, L., Stehlé, J., Barrat, A., Cattuto, C., Pinton, J.F., Den Broeck, W.V.: What's in a Crowd? Analysis of Face-to-Face Behavioral Networks. CoRR 1006.1260 (2010)
14. Joachims, T.: Making large-Scale SVM Learning Practical. In: Schölkopf, B., Burges, C., Smola, A. (eds.) Advances in Kernel Methods - Support Vector Learning, ch. 11, pp. 169-184. MIT Press, Cambridge (1999)
15. Li, X., Pahlavan, K.: Super-Resolution TOA Estimation with Diversity for Indoor Geolocation. IEEE Transactions onWireless Communications 3(1), 224-234 (2004)
16. Meriac, M., Fiedler, A., Hohendorf, A., Reinhardt, J., Starostik, M., Mohnke, J.: Localization Techniques for a Mobile Museum Information System. In: Proceedings of WCI (Wireless Communication and Information) (2007)
17. Mitchell, T.: Machine Learning (Mcgraw-Hill International Edit), 1st edn. McGraw-Hill Education, ISE Editions (October 1997)
18. Ni, L.M., Liu, Y., Lau, Y.C., Patil, A.P.: LANDMARC: Indoor Location Sensing Using Active RFID. Wireless Networks 10(6), 701-710 (2004)
19. Niculescu, D., Badrinath, B.R.: Ad Hoc Positioning System (APS) Using AOA. In: INFOCOM (2003)
20. Priyantha, N.B., Chakraborty, A., Balakrishnan, H.: The Cricket Location-Support System. In: MOBICOM, pp. 32-43 (2000)
21. Rappaport, T.: Wireless Communications: Principles and Practice, 2nd edn. Prentice Hall PTR, Upper Saddle River (2001)