메뉴 건너뛰기




Volumn 14, Issue SPEC. 2, 2012, Pages 111-124

Variable step size LMS algorithm for data prediction in wireless sensor networks

Author keywords

Data prediction; Least mean square algorithm; Time series forecasting; Wireless sensor network

Indexed keywords

CLUSTER-BASED; DATA AGGREGATION; DATA PREDICTION; ERROR MARGINS; EXPECTED VALUES; LEAST MEAN SQUARE ALGORITHMS; MATHEMATICAL APPARATUS; MEASURED VALUES; REAL-WORLD; REDUCTION STRATEGY; STAR TOPOLOGY; TIME SERIES FORECASTING; VARIABLE STEP SIZE; VARIABLE STEP-SIZE LMS ALGORITHMS; WIRELESS COMMUNICATIONS;

EID: 84874096395     PISSN: None     EISSN: 17265479     Source Type: Trade Journal    
DOI: None     Document Type: Article
Times cited : (14)

References (17)
  • 1
    • 56449087483 scopus 로고    scopus 로고
    • Energy Conservation in Wireless Sensor Networks: A survey
    • May, 2009
    • G. Anastasi, M. Conti, M. Di Francesco, and A. Passarella, Energy Conservation in Wireless Sensor Networks: A survey, Ad Hoc Networks, Vol. 7, No. 3, May, 2009, pp. 537-568.
    • Ad Hoc Networks , vol.7 , Issue.3 , pp. 537-568
    • Anastasi, G.1    Conti, M.2    Di Francesco, M.3    Passarella, A.4
  • 2
    • 34548629412 scopus 로고    scopus 로고
    • Information Fusion for Wireless Sensor Networks: Methods, models, and classifications
    • E. F. Nakamura, A. A. F. Loureiro, and A. C. Frery, Information Fusion for Wireless Sensor Networks: Methods, models, and classifications, ACM Computing Surveys (CSUR), Vol. 39, No. 3, 2007, pp. 9-55.
    • (2007) ACM Computing Surveys (CSUR) , vol.39 , Issue.3 , pp. 9-55
    • Nakamura, E.F.1    Loureiro, A.A.F.2    Frery, A.C.3
  • 3
    • 34547920743 scopus 로고    scopus 로고
    • Adaptive Model Selection for Time Series Prediction in Wireless Sensor Networks
    • December, 2007
    • Y. L. Borgne, S. Santini, and G. Bontempi, Adaptive Model Selection for Time Series Prediction in Wireless Sensor Networks, Signal Processing, Vol. 87, 12, December, 2007, pp. 3010-3020.
    • Signal Processing , vol.87 , pp. 3010-3020
    • Borgne, Y.L.1    Santini, S.2    Bontempi, G.3
  • 4
    • 33846602237 scopus 로고    scopus 로고
    • Energy Efficient Information Collection with the ARIMA Model in Wireless Sensor Networks
    • C. Liu, K. Wu, and M. Tsao, Energy Efficient Information Collection with the ARIMA Model in Wireless Sensor Networks, in Proceedings of the IEEE Globecom, Vol. 5, 2005, pp. 2470-2474.
    • (2005) Proceedings of the IEEE Globecom , vol.5 , pp. 2470-2474
    • Liu, C.1    Wu, K.2    Tsao, M.3
  • 6
    • 84874030872 scopus 로고    scopus 로고
    • Intel lab data, Web Page, (Accessed on 06/06/2011)
    • Intel lab data, Web Page, (Accessed on 06/06/2011) http://db.lcs.mit.edu/labdata/labdata.html
  • 8
    • 0031069121 scopus 로고    scopus 로고
    • The racing algorithm: Model selection for lazy learners
    • O. Maron, A. W. Moore, The racing algorithm: model selection for lazy learners, Artificial Intell. Rev., 11, 1/5, 1997, pp. 193-225.
    • (1997) Artificial Intell. Rev , vol.11 , Issue.1-5 , pp. 193-225
    • Maron, O.1    Moore, A.W.2
  • 11
    • 79952038956 scopus 로고    scopus 로고
    • Vasilakos, Prediction-based Data Aggregation in Wireless Sensor Networks: Combining Grey Model and Kalman Filter
    • Guiyi Wei, Yun Ling, Binfeng Guo, Bin Xiao and Athanasios V. Vasilakos, Prediction-based Data Aggregation in Wireless Sensor Networks: Combining Grey Model and Kalman Filter, Computer Communications, 34, 6, 2011, pp. 793-802.
    • (2011) Computer Communications , vol.34 , Issue.6 , pp. 793-802
    • Wei, G.1    Ling, Y.2    Guo, B.3    Xiao, B.4    Athanasios, V.5
  • 12
    • 0001829246 scopus 로고
    • Introduction to Grey system theory
    • J. L. Deng, Introduction to Grey system theory, Journal of Grey System, 1, 1, 1989, pp. 1-24.
    • (1989) Journal of Grey System , vol.1 , Issue.1 , pp. 1-24
    • Deng, J.L.1
  • 14
    • 34248153874 scopus 로고    scopus 로고
    • Send-On-Delta Sensor Data Transmission with A Linear Predictor
    • Young S. Suh, Send-On-Delta Sensor Data Transmission with A Linear Predictor, Sensors, 2007, 7, 4, pp. 537-547.
    • (2007) Sensors , vol.7 , Issue.4 , pp. 537-547
    • Suh, Y.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.