메뉴 건너뛰기




Volumn 243, Issue , 2013, Pages 20-38

A new kernelized approach to wireless sensor network localization

Author keywords

Kernel; Range free localization; Regression; Wireless sensor network

Indexed keywords

KERNEL; LOCALIZATION PROBLEMS; POSITION INFORMATION; RANGE-FREE LOCALIZATIONS; REGRESSION; ROBUST LOCATION ESTIMATION; SUPPORT VECTOR REGRESSION (SVR); WIRELESS SENSOR NETWORK (WSNS);

EID: 84878727478     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2013.04.024     Document Type: Article
Times cited : (40)

References (37)
  • 1
    • 14644436970 scopus 로고    scopus 로고
    • Statistical learning theory for location fingerprinting in wireless LANs
    • M. Brunato, and R. Battiti Statistical learning theory for location fingerprinting in wireless LANs Computer Networks 47 6 2005 825 845
    • (2005) Computer Networks , vol.47 , Issue.6 , pp. 825-845
    • Brunato, M.1    Battiti, R.2
  • 3
    • 0036856978 scopus 로고    scopus 로고
    • Robust support vector regression networks for function approximation with outliers
    • C.C. Chuang, S.F. Su, J.T. Jeng, and C.C. Hsiao Robust support vector regression networks for function approximation with outliers IEEE Transactions on Neural Networks 13 6 2002 1322 1330
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.6 , pp. 1322-1330
    • Chuang, C.C.1    Su, S.F.2    Jeng, J.T.3    Hsiao, C.C.4
  • 4
    • 78049346470 scopus 로고    scopus 로고
    • An efficient mechanism for processing similarity search queries in sensor networks
    • Y.-C. Chung, I.-F. Su, and C. Lee An efficient mechanism for processing similarity search queries in sensor networks Information Sciences 181 2 2011 284 307
    • (2011) Information Sciences , vol.181 , Issue.2 , pp. 284-307
    • Chung, Y.-C.1    Su, I.-F.2    Lee, C.3
  • 8
    • 34547473503 scopus 로고    scopus 로고
    • Incorporating data from multiple sensors for localizing nodes in mobile ad hoc networks
    • R. Huang, and G.V. Zaruba Incorporating data from multiple sensors for localizing nodes in mobile ad hoc networks IEEE Transactions on Mobile Computing 6 9 2007 1090 1104
    • (2007) IEEE Transactions on Mobile Computing , vol.6 , Issue.9 , pp. 1090-1104
    • Huang, R.1    Zaruba, G.V.2
  • 9
    • 79955759613 scopus 로고    scopus 로고
    • Minimum perimeter coverage of query regions in a heterogeneous wireless sensor network
    • A.M. Khedr, and W. Osamy Minimum perimeter coverage of query regions in a heterogeneous wireless sensor network Information Sciences 181 15 2011 3130 3142
    • (2011) Information Sciences , vol.181 , Issue.15 , pp. 3130-3142
    • Khedr, A.M.1    Osamy, W.2
  • 10
    • 33750711102 scopus 로고    scopus 로고
    • Sensor network localization using least squares kernel regression
    • B. Gabrys, R.J. Howlett, L.C. Jain (Eds.)
    • A. Kuh, C. Zhu, D. Mandic, Sensor network localization using least squares kernel regression, in: B. Gabrys, R.J. Howlett, L.C. Jain (Eds.), Proceedings of KES 2006, Part III, LNAI 4253, 2006, pp. 1280-1287.
    • (2006) Proceedings of KES 2006, Part III, LNAI 4253 , pp. 1280-1287
    • Kuh, A.1    Zhu, C.2    Mandic, D.3
  • 11
    • 0141509888 scopus 로고    scopus 로고
    • Distributed localization in wireless sensor networks: A quantitative comparison
    • K. Langendoen, and N. Reijers Distributed localization in wireless sensor networks: a quantitative comparison Computer Networks 43 4 2003 499 518
    • (2003) Computer Networks , vol.43 , Issue.4 , pp. 499-518
    • Langendoen, K.1    Reijers, N.2
  • 12
    • 58149089351 scopus 로고    scopus 로고
    • Structure learning of bayesian networks using dual genetic algorithm
    • J. Lee, W. Chung, and E. Kim Structure learning of bayesian networks using dual genetic algorithm IEICE Transactions on Information and System E91-D 1 2007 32 43
    • (2007) IEICE Transactions on Information and System , vol.E91-D , Issue.1 , pp. 32-43
    • Lee, J.1    Chung, W.2    Kim, E.3
  • 13
    • 84877925125 scopus 로고    scopus 로고
    • A novel range-free localization based on multi-dimensional support vector regression trained in the primal space
    • J. Lee, B. Choi, E. Kim, and A novel range-free localization based on multi-dimensional support vector regression trained in the primal space IEEE Transactions on Neural Networks and Learning Systems 24 7 2013 1 15
    • (2013) IEEE Transactions on Neural Networks and Learning Systems , vol.24 , Issue.7 , pp. 1-15
    • Lee, J.1    Choi, B.2    Kim, E.3
  • 14
    • 79960557894 scopus 로고    scopus 로고
    • Tracking a moving object via a sensor network with a partial information broadcasting scheme
    • J. Li, Q.-S. Jia, X. Guan, and X. Chen Tracking a moving object via a sensor network with a partial information broadcasting scheme Information Sciences 181 20 2011 4733 4753
    • (2011) Information Sciences , vol.181 , Issue.20 , pp. 4733-4753
    • Li, J.1    Jia, Q.-S.2    Guan, X.3    Chen, X.4
  • 15
    • 25844459662 scopus 로고    scopus 로고
    • Localization for anisotropic sensor networks
    • H. Lim, J. Hou, Localization for anisotropic sensor networks, in: Proceedings of IEEE INFOCOM '05, vol. 1, 2005, pp. 138-149.
    • (2005) Proceedings of IEEE INFOCOM '05 , vol.1 , pp. 138-149
    • Lim, H.1    Hou, J.2
  • 17
    • 34247885928 scopus 로고    scopus 로고
    • Wireless sensor network localization techniques
    • G. Mao, B. Fidan, and B.D.O. Anderson Wireless sensor network localization techniques Computer Networks 51 10 2007 2529 2553
    • (2007) Computer Networks , vol.51 , Issue.10 , pp. 2529-2553
    • Mao, G.1    Fidan, B.2    Anderson, B.D.O.3
  • 20
    • 33746371214 scopus 로고    scopus 로고
    • A kernel-based learning approach to ad hoc sensor network localization
    • X. Nguyen, M.I. Jordan, and B. Sinopoli A kernel-based learning approach to ad hoc sensor network localization ACM Transaction on Sensor Networks 1 1 2005 134 152
    • (2005) ACM Transaction on Sensor Networks , vol.1 , Issue.1 , pp. 134-152
    • Nguyen, X.1    Jordan, M.I.2    Sinopoli, B.3
  • 22
    • 33746899028 scopus 로고    scopus 로고
    • Multidimensional vector regression for accurate and low-cost location estimation in pervasive computing
    • J.J. Pan, J.T. Kwok, and Y. Chen Multidimensional vector regression for accurate and low-cost location estimation in pervasive computing IEEE Transactions on Knowledge and Data Engineering 18 9 2006 1181 1193
    • (2006) IEEE Transactions on Knowledge and Data Engineering , vol.18 , Issue.9 , pp. 1181-1193
    • Pan, J.J.1    Kwok, J.T.2    Chen, Y.3
  • 24
    • 84874112703 scopus 로고    scopus 로고
    • Target tracking and boundary node selection algorithms of wireless sensor networks for internet services
    • P.K. Sahoo, J.-P. Sheu, and K.-Y. Hsieh Target tracking and boundary node selection algorithms of wireless sensor networks for internet services Information Sciences 230 2013 21 38
    • (2013) Information Sciences , vol.230 , pp. 21-38
    • Sahoo, P.K.1    Sheu, J.-P.2    Hsieh, K.-Y.3
  • 29
    • 48149094725 scopus 로고    scopus 로고
    • A distributed localization scheme for wireless sensor networks with improved grid-scan and vector-based refinement
    • J.P. Sheu, P.C. Chen, and C.S. Hsu A distributed localization scheme for wireless sensor networks with improved grid-scan and vector-based refinement IEEE Transactions on Mobile Computing 7 9 2008 1110 1123
    • (2008) IEEE Transactions on Mobile Computing , vol.7 , Issue.9 , pp. 1110-1123
    • Sheu, J.P.1    Chen, P.C.2    Hsu, C.S.3
  • 30
    • 84877926954 scopus 로고    scopus 로고
    • Ad-hoc wireless sensor network localization using support vector regression
    • Stockholm, June
    • A. Shilton, B. Sundaram, M. Palaniswami, Ad-hoc wireless sensor network localization using support vector regression, in: Proceedings of ICT Mobile Summit, Stockholm, June, 2008.
    • (2008) Proceedings of ICT Mobile Summit
    • Shilton, A.1    Sundaram, B.2    Palaniswami, M.3
  • 31
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • A.J. Smola, and B. Schölkopf A tutorial on support vector regression Statistics and Computing 14 3 2004 199 222
    • (2004) Statistics and Computing , vol.14 , Issue.3 , pp. 199-222
    • Smola, A.J.1    Schölkopf, B.2
  • 32
    • 62449093573 scopus 로고    scopus 로고
    • Localization in wireless sensor networks based on support vector machines
    • D.A. Tran, and T. Nguyen Localization in wireless sensor networks based on support vector machines IEEE Transactions on Parallel and Distributed Systems 19 7 2008 981 994
    • (2008) IEEE Transactions on Parallel and Distributed Systems , vol.19 , Issue.7 , pp. 981-994
    • Tran, D.A.1    Nguyen, T.2
  • 36
    • 60249097140 scopus 로고    scopus 로고
    • A soft computing approach to localization in wireless sensor networks
    • S. Yun, J. Lee, W. Chung, E. Kim, and S. Kim A soft computing approach to localization in wireless sensor networks Expert Systems with Applications 36 4 2009 7552 7561
    • (2009) Expert Systems with Applications , vol.36 , Issue.4 , pp. 7552-7561
    • Yun, S.1    Lee, J.2    Chung, W.3    Kim, E.4    Kim, S.5
  • 37
    • 80053574359 scopus 로고    scopus 로고
    • RSD: A metric for achieving range-free localization beyond connectivity
    • Z. Zhong, and T. He RSD: A metric for achieving range-free localization beyond connectivity IEEE Transactions on Parallel and Distributed Systems 22 11 2011 1943 1951
    • (2011) IEEE Transactions on Parallel and Distributed Systems , vol.22 , Issue.11 , pp. 1943-1951
    • Zhong, Z.1    He, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.