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Volumn 90 LNEE, Issue , 2011, Pages 135-147

A multi-classifier approach for WiFi-based positioning system

Author keywords

Confusion matrix; Multi classifier; Positioning system; WLAN fingerprint

Indexed keywords

AVERAGE ERRORS; COMBINING RULES; CONFUSION MATRICES; ENVIRONMENTAL CONDITIONS; ENVIRONMENTAL FACTORS; MACHINE LEARNING TECHNIQUES; MOBILE STATION; MULTI-CLASSIFIER; POSITIONING SYSTEM; RF SIGNAL; SIGNAL PROPAGATION; STANDARD DEVIATION; TEST ENVIRONMENT; VIABLE SOLUTIONS; WLAN FINGERPRINT;

EID: 79959707261     PISSN: 18761100     EISSN: 18761119     Source Type: Book Series    
DOI: 10.1007/978-94-007-1192-1_12     Document Type: Article
Times cited : (6)

References (25)
  • 1
    • 0032740590 scopus 로고    scopus 로고
    • Special issue on global positioning system
    • Enge P, Misra P (1999) Special issue on global positioning system. Proc IEEE 87(1):3-15
    • (1999) Proc. IEEE , vol.87 , Issue.1 , pp. 3-15
    • Enge, P.1    Misra, P.2
  • 2
  • 6
    • 70449637493 scopus 로고    scopus 로고
    • Comparative analysis of RSSI, SNR and noise level parameters applicability for WLAN positioning purposes
    • Borenovic M, Neskovic A (2009) Comparative analysis of RSSI, SNR and noise level parameters applicability for WLAN positioning purposes. In: Proceedings of the IEEEEUROCON, pp 1895-1900
    • (2009) Proceedings of the IEEEEUROCON , pp. 1895-1900
    • Borenovic, M.1    Neskovic, A.2
  • 14
    • 33746609416 scopus 로고    scopus 로고
    • Power-efficient Access-Point selection for indoor location estimation
    • DOI 10.1109/TKDE.2006.112, 1637415
    • Chen Y, Yang Q, Yin J, Chai X (2006) Power-efficient access-point selection for indoor location estimation. IEEE Trans Knowl Data Eng 18(7):877-888 (Pubitemid 44143898)
    • (2006) IEEE Transactions on Knowledge and Data Engineering , vol.18 , Issue.7 , pp. 877-888
    • Chen, Y.1    Yan, Q.2    Yin, J.3    Chai, X.4
  • 15
    • 44149119831 scopus 로고    scopus 로고
    • Learning adaptive temporal radio maps for signal-strength-based location estimation
    • DOI 10.1109/TMC.2007.70764, 4359003
    • Yin J, Yang Q, Ni L (2008) Learning adaptive temporal radio maps for signal-strength-based location estimation. IEEE Trans Mobile Comput 7(7):869-883 (Pubitemid 351715268)
    • (2008) IEEE Transactions on Mobile Computing , vol.7 , Issue.7 , pp. 869-883
    • Yin, J.1    Yang, Q.2    Ni, L.M.3
  • 16
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their application to hand writing recognition
    • Xu L, Krzyzak A, Suen C (1992) Methods of combining multiple classifiers and their application to hand writing recognition. IEEE Trans Syst Man Cybern 22:418-435
    • (1992) IEEE Trans Syst Man Cybern , vol.22 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.3
  • 17
    • 0034830461 scopus 로고    scopus 로고
    • Decision templates for multiple classifier fusion: an experimental comparison
    • DOI 10.1016/S0031-3203(99)00223-X
    • Kuncheva L (2001) Decision templates for multiple classifier fusion: an experimental comparison. Pattern Recogn 34(2):299-314 (Pubitemid 32871876)
    • (2001) Pattern Recognition , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.I.1    Bezdek, J.C.2    Duin, R.P.W.3
  • 18
    • 84945536849 scopus 로고    scopus 로고
    • A Probabilistic Room Location Service for Wireless Networked Environments
    • Ubicomp 2001: Ubiquitous Computing
    • Castro P, Chiu P, Kremenek T, Muntz R (2001) A probabilistic room location service for wireless networked environments. In: Proceeding of the 3rd International Conference on Ubiquitous Computing, pp 18-34 (Pubitemid 33347294)
    • (2001) Lecture Notes in Computer Science , Issue.2201 , pp. 18-34
    • Castro, P.1    Chiu, P.2    Kremenek, T.3    Muntz, R.4
  • 19
    • 14644436970 scopus 로고    scopus 로고
    • Statistical learning theory for location fingerprinting in wireless LANs
    • DOI 10.1016/j.comnet.2004.09.004, PII S1389128604002610
    • Brunato M, Battiti R (2005) Statistical learning theory for location fingerprinting in wireless LANs. Comput Netw 47(6):825-845 (Pubitemid 40308680)
    • (2005) Computer Networks , vol.47 , Issue.6 , pp. 825-845
    • Brunato, M.1    Battiti, R.2
  • 20
    • 84880841685 scopus 로고    scopus 로고
    • A learning algorithm for localizing people based on wireless signal strength that uses labeled and unlabeled data
    • Berna M, Lisien B, Sellner B, Gordon G, Pfenning F, Thrun S (2003) A learning algorithm for localizing people based on wireless signal strength that uses labeled and unlabeled data. In: Proceedings of IJCAI, pp 1427-1428
    • (2003) Proceedings of IJCAI , pp. 1427-1428
    • Berna, M.1    Lisien, B.2    Sellner, B.3    Gordon, G.4    Pfenning, F.5    Thrun, S.6
  • 22
    • 33746609416 scopus 로고    scopus 로고
    • Power efficient access-point selection for indoor location estimation
    • Chen Y, Yin J, Chai X, Yang Q (2006) Power efficient access-point selection for indoor location estimation. IEEE Trans Knowl Data Eng 1(18):878-888
    • (2006) IEEE Trans Knowl Data Eng , vol.1 , Issue.18 , pp. 878-888
    • Chen, Y.1    Yin, J.2    Chai, X.3    Yang, Q.4
  • 24
    • 22444454265 scopus 로고    scopus 로고
    • Combining classifiers: A theoretical framework
    • Kittler J (1998) Combining classifiers: a theoretical framework. Pattern Anal Appl 1(1):18-27 (Pubitemid 128697160)
    • (1998) Pattern Analysis and Applications , vol.1 , Issue.1 , pp. 18-27
    • Kittler, J.1
  • 25
    • 0000291808 scopus 로고    scopus 로고
    • Methods of combining multiple classifiers wtth different features and their applications to text-independent speaker identification
    • Chen K, Wang L, Chi H (1997) Method of combining multiple classifiers with different features and their applications to text-independent speaker identification. Int J Pattern Recognit Artif Intell 11(3):417-445 (Pubitemid 127623791)
    • (1997) International Journal of Pattern Recognition and Artificial Intelligence , vol.11 , Issue.3 , pp. 417-445
    • Chen, K.1    Wang, L.2    Chi, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.