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Volumn 6791 LNCS, Issue PART 1, 2011, Pages 355-362

Semi-supervised learning for WLAN positioning

Author keywords

Isomap; manifold learning; non linear projection; wlan positioning

Indexed keywords

APPLICATION AREA; GPS COVERAGE; HIGH-DIMENSIONAL; ISOMAP; LABELED DATA; MANIFOLD LEARNING; NONLINEAR PROJECTIONS; POSITIONING SYSTEM; RADIO MAPS; REAL WORLD EXPERIMENT; SEMI-SUPERVISED; SEMI-SUPERVISED LEARNING; SIGNAL STRENGTH MEASUREMENTS; TIME-CONSUMING TASKS; TRAINING DATA; WLAN POSITIONING;

EID: 79959335210     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21735-7_44     Document Type: Conference Paper
Times cited : (69)

References (25)
  • 1
    • 0033872896 scopus 로고    scopus 로고
    • RADAR: An In-building RF-based User Location and Tracking system
    • IEEE Computer Society, Piscataway
    • Bahl, P., Padmanabhan, V.N.: RADAR: An In-building RF-based User Location and Tracking system. In: 19th Conference of IEEE Computer and Communications Societies, pp. 775-784. IEEE Computer Society, Piscataway (2000)
    • (2000) 19th Conference of IEEE Computer and Communications Societies , pp. 775-784
    • Bahl, P.1    Padmanabhan, V.N.2
  • 4
    • 84924411501 scopus 로고    scopus 로고
    • Indoor GPS: Positioning Challenges and Opportunities
    • IEEE Press, Piscataway
    • Dedes, G., Dempster, A.: Indoor GPS: Positioning Challenges and Opportunities. In: 62nd Vehicular Technology Conference, pp. 412-415. IEEE Press, Piscataway (2005)
    • (2005) 62nd Vehicular Technology Conference , pp. 412-415
    • Dedes, G.1    Dempster, A.2
  • 5
    • 79959356231 scopus 로고    scopus 로고
    • Ekahau, Inc. RTLS, http://www.ekahau.com
    • RTLS
  • 6
    • 84864765652 scopus 로고    scopus 로고
    • Gaussian Processes for Signal Strength-Based Location Estimation
    • MIT Press, Cambridge
    • Ferris, B., Hahnel, D., Fox, D.: Gaussian Processes for Signal Strength-Based Location Estimation. In: Robotics: Science and Systems, pp. 1-8. MIT Press, Cambridge (2006)
    • (2006) Robotics: Science and Systems , pp. 1-8
    • Ferris, B.1    Hahnel, D.2    Fox, D.3
  • 8
    • 36248934122 scopus 로고    scopus 로고
    • Survey of Wireless Indoor Positioning Techniques and Systems
    • Liu, H., Darabi, H., Banerjee, P., Liu, J.: Survey of Wireless Indoor Positioning Techniques and Systems. IEEE T. Syst. Man. Cyb. 37, 1067-1080 (2007)
    • (2007) IEEE T. Syst. Man. Cyb. , vol.37 , pp. 1067-1080
    • Liu, H.1    Darabi, H.2    Banerjee, P.3    Liu, J.4
  • 9
    • 5544326540 scopus 로고    scopus 로고
    • LANDMARC: Indoor Location Sensing Using Active RFID
    • Ni, L.M., Liu, Y., Lau, Y.C., Patil, A.P.: LANDMARC: Indoor Location Sensing Using Active RFID. Wireless Networks 10, 701-710 (2004)
    • (2004) Wireless Networks , vol.10 , pp. 701-710
    • Ni, L.M.1    Liu, Y.2    Lau, Y.C.3    Patil, A.P.4
  • 10
    • 33750730938 scopus 로고    scopus 로고
    • A Manifold Regularization Approach to Calibration Reduction for Sensor-Network Based Tracking
    • AAAI Press, Menlo Park
    • Pan, J.J., Yang, Q., Chang, H., Yeung, D.-Y.: A Manifold Regularization Approach to Calibration Reduction for Sensor-Network Based Tracking. In: 21st National Conference on Artificial Intelligence, pp. 988-993. AAAI Press, Menlo Park (2006)
    • (2006) 21st National Conference on Artificial Intelligence , pp. 988-993
    • Pan, J.J.1    Yang, Q.2    Chang, H.3    Yeung, D.-Y.4
  • 11
    • 36348983453 scopus 로고    scopus 로고
    • Co-localization from Labeled and Unlabeled Data Using Graph Laplacian
    • Morgan Kaufmann, San Francisco
    • Pan, J.J., Yang, Q.: Co-localization from Labeled and Unlabeled Data Using Graph Laplacian. In: 20th International Joint Conference on Artificial Intelligence, pp. 2166-2171. Morgan Kaufmann, San Francisco (2007)
    • (2007) 20th International Joint Conference on Artificial Intelligence , pp. 2166-2171
    • Pan, J.J.1    Yang, Q.2
  • 12
    • 67650321029 scopus 로고    scopus 로고
    • WIFE: Wireless Indoor Positioning Based on Fingerprint Evaluation
    • Fratta, L., Schulzrinne, H., Takahashi, Y., Spaniol, O. (eds.) NETWORKING 2009. Springer, Heidelberg
    • Papapostolou, A., Chaouchi, H.: WIFE: Wireless Indoor Positioning Based on Fingerprint Evaluation. In: Fratta, L., Schulzrinne, H., Takahashi, Y., Spaniol, O. (eds.) NETWORKING 2009. LNCS, vol. 5550, pp. 234-247. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5550 , pp. 234-247
    • Papapostolou, A.1    Chaouchi, H.2
  • 14
  • 18
    • 33646162415 scopus 로고    scopus 로고
    • Selection of the Optimal Parameter Value for the Isomap Algorithm
    • Samko, O., Marshall, A.D., Rosin, P.L.: Selection of the Optimal Parameter Value for the Isomap Algorithm. Pattern Recogn. Letters 27, 968-979 (2006)
    • (2006) Pattern Recogn. Letters , vol.27 , pp. 968-979
    • Samko, O.1    Marshall, A.D.2    Rosin, P.L.3
  • 20
    • 51749115308 scopus 로고    scopus 로고
    • Selection of the Suitable Neighborhood Size for the Isomap Algorithm
    • IEEE Press, Piscataway
    • Shao, C., Huang, H., Wan, C.: Selection of the Suitable Neighborhood Size for the Isomap Algorithm. In: International Joint Conference on Neural Networks, pp. 300-305. IEEE Press, Piscataway (2007)
    • (2007) International Joint Conference on Neural Networks , pp. 300-305
    • Shao, C.1    Huang, H.2    Wan, C.3
  • 21
    • 0034704229 scopus 로고    scopus 로고
    • A Global Geometric Framework for Nonlinear Dimensionality Reduction
    • Tenenbaum, J.B., de Silva, V., Langford, J.C.: A Global Geometric Framework for Nonlinear Dimensionality Reduction. Science 290, 2319-2323 (2000)
    • (2000) Science , vol.290 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 22
    • 38149085277 scopus 로고    scopus 로고
    • Enhanced Fingerprint-Based Location Estimation System in Wireless LAN Environment
    • Denko, M.K., Shih, C.-s., Li, K.-C., Tsao, S.-L., Zeng, Q.-A., Park, S.H., Ko, Y.-B., Hung, S.-H., Park, J.-H. (eds.) EUC-WS 2007. Springer, Heidelberg
    • Yeung, W.H., Zhou, J.-Y., Ng, J.K.: Enhanced Fingerprint-Based Location Estimation System in Wireless LAN Environment. In: Denko, M.K., Shih, C.-s., Li, K.-C., Tsao, S.-L., Zeng, Q.-A., Park, S.H., Ko, Y.-B., Hung, S.-H., Park, J.-H. (eds.) EUC-WS 2007. LNCS, vol. 4809, pp. 273-284. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4809 , pp. 273-284
    • Yeung, W.H.1    Zhou, J.-Y.2    Ng, J.K.3
  • 24
    • 77954448778 scopus 로고    scopus 로고
    • Leave-One-Out Cross-Validation Based Model Selection for Manifold Regularization
    • Yuan, J., Li, Y.-M., Liu, C.-L., Zha, X.F. (eds.) ISNN 2010. Springer, Heidelberg
    • Yuan, J., Li, Y., Liu, C., Zha, X.F.: Leave-One-Out Cross-Validation Based Model Selection for Manifold Regularization. In: Yuan, J., Li, Y.-M., Liu, C.-L., Zha, X.F. (eds.) ISNN 2010. LNCS, vol. 6064, pp. 457-464. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6064 , pp. 457-464
    • Yuan, J.1    Li, Y.2    Liu, C.3    Zha, X.F.4
  • 25
    • 38149071029 scopus 로고    scopus 로고
    • An Accurate and Fast WLAN User Location Estimation Method Based on Received Signal Strength
    • Shi, Y., van Albada, G.D., Dongarra, J., Sloot, P.M.A. (eds.) ICCS 2007. Springer, Heidelberg
    • Zhang, M., Zhang, S.: An Accurate and Fast WLAN User Location Estimation Method Based on Received Signal Strength. In: Shi, Y., van Albada, G.D., Dongarra, J., Sloot, P.M.A. (eds.) ICCS 2007. LNCS, vol. 4489, pp. 58-65. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4489 , pp. 58-65
    • Zhang, M.1    Zhang, S.2


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