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Volumn 43, Issue 4, 2013, Pages 1189-1198

Target localization using ensemble support vector regression in wireless sensor networks

Author keywords

Ensemble support vector regression (SVR); Target localization; Wireless sensor networks (WSNs)

Indexed keywords

CONVERGENCE PROPERTIES; CURSE OF DIMENSIONALITY; ESTIMATION PERFORMANCE; FABRICATION TECHNOLOGIES; LOCALIZATION ALGORITHM; SUPPORT VECTOR REGRESSION (SVR); TARGET LOCALIZATION; WIRELESS SENSOR NETWORK (WSNS);

EID: 84885457547     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2012.2226151     Document Type: Article
Times cited : (75)

References (24)
  • 1
    • 0345851235 scopus 로고    scopus 로고
    • Wireless integrated network sensors
    • May
    • G. J. Pottie and W. J. Kaiser, "Wireless integrated network sensors," Commun. ACM, vol. 43, no. 5, pp. 51-58, May 2000.
    • (2000) Commun. ACM , vol.43 , Issue.5 , pp. 51-58
    • Pottie, G.J.1    Kaiser, W.J.2
  • 2
    • 77949774386 scopus 로고    scopus 로고
    • A multiobjective optimization approach to obtain decision thresholds for distributed detection in wireless sensor networks
    • Apr.
    • E. Masazade, R. Rajagopalan, P. K. Varshney, C. K. Mohan, G. K. Sendur, and M. Keskinoz, "A multiobjective optimization approach to obtain decision thresholds for distributed detection in wireless sensor networks," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 40, no. 2, pp. 444-457, Apr. 2010.
    • (2010) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.40 , Issue.2 , pp. 444-457
    • Masazade, E.1    Rajagopalan, R.2    Varshney, P.K.3    Mohan, C.K.4    Sendur, G.K.5    Keskinoz, M.6
  • 3
    • 85032751970 scopus 로고    scopus 로고
    • Detection, classification and tracking of targets in distributed sensor networks
    • Mar.
    • D. Li, K. Wong, Y. Hu, and A. Sayeed, "Detection, classification and tracking of targets in distributed sensor networks," IEEE Signal Process. Mag., vol. 19, no. 2, pp. 17-29, Mar. 2002.
    • (2002) IEEE Signal Process. Mag. , vol.19 , Issue.2 , pp. 17-29
    • Li, D.1    Wong, K.2    Hu, Y.3    Sayeed, A.4
  • 4
    • 33746353472 scopus 로고    scopus 로고
    • Human tracking with wireless distributed pyroelectric sensors
    • Dec.
    • Q. Hao, D. J. Brady, B. D. Guenther, J. B. Burchett, M. Shankar, and S. Feller, "Human tracking with wireless distributed pyroelectric sensors," IEEE Sensors J., vol. 6, no. 6, pp. 1683-1696, Dec. 2006.
    • (2006) IEEE Sensors J. , vol.6 , Issue.6 , pp. 1683-1696
    • Hao, Q.1    Brady, D.J.2    Guenther, B.D.3    Burchett, J.B.4    Shankar, M.5    Feller, S.6
  • 5
    • 79551684555 scopus 로고    scopus 로고
    • A game theory approach to target tracking in sensor networks
    • Feb.
    • D. Gu, "A game theory approach to target tracking in sensor networks," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 41, no. 1, pp. 2-13, Feb. 2011.
    • (2011) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.41 , Issue.1 , pp. 2-13
    • Gu, D.1
  • 7
    • 70350599908 scopus 로고    scopus 로고
    • Wireless acoustic emission sensor network for structural monitoring
    • Nov.
    • A. Ledeczi, T. Hay, P. Volgyesi, D. R. Hay, A. Nadas, and S. Jayaraman, "Wireless acoustic emission sensor network for structural monitoring," IEEE Sensors J., vol. 9, no. 11, pp. 1370-1377, Nov. 2009.
    • (2009) IEEE Sensors J. , vol.9 , Issue.11 , pp. 1370-1377
    • Ledeczi, A.1    Hay, T.2    Volgyesi, P.3    Hay, D.R.4    Nadas, A.5    Jayaraman, S.6
  • 9
    • 36348955751 scopus 로고    scopus 로고
    • Self organization algorithm for unattended acoustic sensor networks in ground target tracking
    • M. Walpola, Z. Hao, and Z. Jinsong, "Self organization algorithm for unattended acoustic sensor networks in ground target tracking," in Proc. IEEE Wireless Commun. Netw. Conf., Mar. 2007, pp. 2350-2354.
    • Proc. IEEE Wireless Commun. Netw. Conf., Mar. 2007 , pp. 2350-2354
    • Walpola, M.1    Hao, Z.2    Jinsong, Z.3
  • 14
    • 3042699000 scopus 로고    scopus 로고
    • A learning theory approach to sensor networks
    • Oct.-Dec.
    • S. Simic, "A learning theory approach to sensor networks," IEEE Pervasive Comput., vol. 2, no. 4, pp. 44-49, Oct.-Dec. 2003.
    • (2003) IEEE Pervasive Comput. , vol.2 , Issue.4 , pp. 44-49
    • Simic, S.1
  • 15
    • 33746371214 scopus 로고    scopus 로고
    • A kernel-based learning approach to ad-hoc sensor network localization
    • Aug.
    • X. Nguyen, M. Jordan, and B. Sinopoli, "A kernel-based learning approach to ad-hoc sensor network localization," ACM Trans. Sensor Netw., vol. 1, no. 1, pp. 134-152, Aug. 2005.
    • (2005) ACM Trans. Sensor Netw. , vol.1 , Issue.1 , pp. 134-152
    • Nguyen, X.1    Jordan, M.2    Sinopoli, B.3
  • 17
  • 18
    • 85032752026 scopus 로고    scopus 로고
    • Distributed learning in wireless sensor networks
    • Jul.
    • J. Predd, S. Kulkarni, and H. Poor, "Distributed learning in wireless sensor networks," IEEE Signal Process. Mag., vol. 23, no. 4, pp. 56-69, Jul. 2006.
    • (2006) IEEE Signal Process. Mag. , vol.23 , Issue.4 , pp. 56-69
    • Predd, J.1    Kulkarni, S.2    Poor, H.3
  • 19
    • 0030211964 scopus 로고    scopus 로고
    • Bagging Predictors
    • Aug.
    • L. Breiman, "Bagging Predictors," Mach. Learn., vol. 24, no. 2, pp. 123-140, Aug. 1996.
    • (1996) Mach. Learn. , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 20
    • 0037403516 scopus 로고    scopus 로고
    • Measures of diversity in classifier ensembles
    • May
    • L. Kuncheva and C. Whitaker, "Measures of diversity in classifier ensembles," Mach. Learn., vol. 51, no. 2, pp. 181-207, May 2003.
    • (2003) Mach. Learn. , vol.51 , Issue.2 , pp. 181-207
    • Kuncheva, L.1    Whitaker, C.2
  • 21
    • 10444221886 scopus 로고    scopus 로고
    • Diversity creation methods: A survey and categorisation
    • Mar.
    • G. Brown, J. Wyatt, R. Harris, and X. Yao, "Diversity creation methods: A survey and categorisation," Inf. Fusion, vol. 6, no. 1, pp. 5-20, Mar. 2005.
    • (2005) Inf. Fusion , vol.6 , Issue.1 , pp. 5-20
    • Brown, G.1    Wyatt, J.2    Harris, R.3    Yao, X.4
  • 22
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • Jun.
    • J. A. K. Suykens and J. Vandewalle, "Least squares support vector machine classifiers," Neural Process. Lett., vol. 9, no. 3, pp. 293-300, Jun. 1999.
    • (1999) Neural Process. Lett. , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 23
    • 58249091399 scopus 로고    scopus 로고
    • Recursive reduced least squares support vector regression
    • May
    • Y. Zhao and J. Sun, "Recursive reduced least squares support vector regression," Pattern Recognit., vol. 42, no. 5, pp. 837-842, May 2009.
    • (2009) Pattern Recognit. , vol.42 , Issue.5 , pp. 837-842
    • Zhao, Y.1    Sun, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.