메뉴 건너뛰기




Volumn 21, Issue 4, 2014, Pages 280-289

A Spatial Correlation Based Adaptive Missing Data Estimation Algorithm in Wireless Sensor Networks

Author keywords

Estimation; Missing data; Spatial correlation; Wireless sensor networks

Indexed keywords

ESTIMATION; REGRESSION ANALYSIS;

EID: 84911983639     PISSN: 10689605     EISSN: 15728129     Source Type: Journal    
DOI: 10.1007/s10776-014-0253-9     Document Type: Article
Times cited : (18)

References (20)
  • 1
    • 33745621357 scopus 로고    scopus 로고
    • Reed: robust, efficient filtering and event detection in sensor networks
    • D. J. Abadi, S. Madden, and W. Lindner, Reed: robust, efficient filtering and event detection in sensor networks. In: VLDB, pp. 769–780 (2005).
    • (2005) VLDB , pp. 769-780
    • Abadi, D.J.1    Madden, S.2    Lindner, W.3
  • 2
    • 33749644725 scopus 로고    scopus 로고
    • Approximate data collection in sensor networks using probabilistic models
    • D. Chu, A. Deshpande, J. M. Hellerstein, and W. Hong, Approximate data collection in sensor networks using probabilistic models. In: ICDE, p. 48 (2006).
    • (2006) ICDE , pp. 48
    • Chu, D.1    Deshpande, A.2    Hellerstein, J.M.3    Hong, W.4
  • 3
    • 2442576849 scopus 로고    scopus 로고
    • Approximate aggregation techniques for sensor databases
    • J. Considine, F. Li, G. Kollios, and J. W. Byers, Approximate aggregation techniques for sensor databases. In: ICDE, pp. 449–460 (2004).
    • (2004) ICDE , pp. 449-460
    • Considine, J.1    Li, F.2    Kollios, G.3    Byers, J.W.4
  • 4
    • 4344668573 scopus 로고    scopus 로고
    • Guest editors’ introduction: Overview of sensor networks
    • Culler, D.E., Estrin, D., Srivastava, M.B.: Guest editors’ introduction: Overview of sensor networks. IEEE Computer 37(8), 41–49 (2004)
    • (2004) IEEE Computer , vol.37 , Issue.8 , pp. 41-49
    • Culler, D.E.1    Estrin, D.2    Srivastava, M.B.3
  • 5
    • 28444450448 scopus 로고    scopus 로고
    • Exploiting correlated attributes in acquisitional query processing
    • A. Deshpande, C. Guestrin, W. Hong, and S. Madden, Exploiting correlated attributes in acquisitional query processing. In: ICDE, pp. 143–154 (2005).
    • (2005) ICDE , pp. 143-154
    • Deshpande, A.1    Guestrin, C.2    Hong, W.3    Madden, S.4
  • 8
    • 77958056826 scopus 로고    scopus 로고
    • Using data mining to handle missing data in multi-hop sensor network applications
    • L. Gruenwald, H. Yang, M. S. Sadik, and R. Shukla, Using data mining to handle missing data in multi-hop sensor network applications. In: MobiDE, pp. 9–16 (2010).
    • (2010) MobiDE , pp. 9-16
    • Gruenwald, L.1    Yang, H.2    Sadik, M.S.3    Shukla, R.4
  • 9
    • 34247538221 scopus 로고    scopus 로고
    • Estimating missing values in related sensor data streams
    • M. Halatchev, and L. Gruenwald, Estimating missing values in related sensor data streams. In: COMAD, pp. 83–94 (2005).
    • (2005) COMAD , pp. 83-94
    • Halatchev, M.1    Gruenwald, L.2
  • 10
    • 38049151102 scopus 로고    scopus 로고
    • Estimating missing data in data streams
    • N. Jiang, and L. Gruenwald, Estimating missing data in data streams. In: DASFAA, pp. 981–987 (2007).
    • (2007) DASFAA , pp. 981-987
    • Jiang, N.1    Gruenwald, L.2
  • 11
    • 51849098111 scopus 로고    scopus 로고
    • Data estimation in sensor networks using physical and statistical methodologies
    • Y. Li, C. Ai, W. P. Deshmukh, Y. Wu, Data estimation in sensor networks using physical and statistical methodologies. In: ICDCS, pp. 538–545 (2008).
    • (2008) ICDCS , pp. 538-545
    • Li, Y.1    Ai, C.2    Deshmukh, W.P.3    Wu, Y.4
  • 12
    • 84911972723 scopus 로고    scopus 로고
    • S. Madden, Intel berkeley research lab data. (2003)
    • S. Madden, Intel berkeley research lab data. http://berkeley.intel-research.net/labdata/ (2003).
  • 13
    • 1142291591 scopus 로고    scopus 로고
    • The design of an acquisitional query processor for sensor networks
    • S. Madden, M. J. Franklin, J. M. Hellerstein, and W. Hong, The design of an acquisitional query processor for sensor networks. In: SIGMOD Conference, pp. 491–502 (2003).
    • (2003) SIGMOD Conference , pp. 491-502
    • Madden, S.1    Franklin, M.J.2    Hellerstein, J.M.3    Hong, W.4
  • 14
    • 29844448642 scopus 로고    scopus 로고
    • Tributaries and deltas: efficient and robust aggregation in sensor network streams
    • A. Manjhi, S. Nath, and P. B. Gibbons, Tributaries and deltas: efficient and robust aggregation in sensor network streams. In: SIGMOD Conference, pp. 287–298 (2005).
    • (2005) SIGMOD Conference , pp. 287-298
    • Manjhi, A.1    Nath, S.2    Gibbons, P.B.3
  • 15
    • 33749605102 scopus 로고    scopus 로고
    • A sampling-based approach to optimizing top-k queries in sensor networks
    • A. Silberstein, R. Braynard, C. S. Ellis, K. Munagala, and J. Yang, A sampling-based approach to optimizing top-k queries in sensor networks. In: ICDE, p. 68 (2006).
    • (2006) ICDE , pp. 68
    • Silberstein, A.1    Braynard, R.2    Ellis, C.S.3    Munagala, K.4    Yang, J.5
  • 16
    • 34250670478 scopus 로고    scopus 로고
    • Energy-efficient monitoring of extreme values in sensor networks
    • A. Silberstein, K. Munagala, and J. Yang, Energy-efficient monitoring of extreme values in sensor networks. In: SIGMOD Conference, pp. 169–180 (2006).
    • (2006) SIGMOD Conference , pp. 169-180
    • Silberstein, A.1    Munagala, K.2    Yang, J.3
  • 17
    • 84911952708 scopus 로고    scopus 로고
    • G. Tolle, Sonoma redwooods data. get/sonoma/ (2005)
    • G. Tolle, Sonoma redwooods data. http://www.cs.berkeley.edu/ get/sonoma/ (2005).
  • 18
    • 35548987532 scopus 로고    scopus 로고
    • In-network execution of monitoring queries in sensor networks
    • X. Yang, H. B. Lim, M. T. Özsu, and K. L. Tan, In-network execution of monitoring queries in sensor networks. In: SIGMOD Conference, pp. 521–532 (2007).
    • (2007) SIGMOD Conference , pp. 521-532
    • Yang, X.1    Lim, H.B.2    Özsu, M.T.3    Tan, K.L.4
  • 19
    • 1442296009 scopus 로고    scopus 로고
    • The cougar approach to in-network query processing in sensor networks
    • Yao, Y., Gehrke, J.: The cougar approach to in-network query processing in sensor networks. SIGMOD Record 31(3), 9–18 (2002)
    • (2002) SIGMOD Record , vol.31 , Issue.3 , pp. 9-18
    • Yao, Y.1    Gehrke, J.2
  • 20
    • 33744932169 scopus 로고    scopus 로고
    • Estimation in sensor networks: a graph approach
    • H. Zhang, J. M. F. Moura, and B. H. Krogh, Estimation in sensor networks: a graph approach. In: IPSN, pp. 203–209 (2005).
    • (2005) IPSN , pp. 203-209
    • Zhang, H.1    Moura, J.M.F.2    Krogh, B.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.