A Method of Filtering Signals Using Local Models and Weighted Averaging Functions

被引:9
|
作者
Getmanov, V. G. [1 ,2 ]
Sidorov, R. V. [1 ]
Dabagyan, R. A. [2 ]
机构
[1] Russian Acad Sci, Geophys Ctr, Moscow, Russia
[2] Natl Res Nucl Univ, MEPhI Moscow Engn Phys Inst, Moscow, Russia
关键词
filtering; approximation; local models; weighted averaging functions; statistical modeling; geomagnetic field;
D O I
10.1007/s11018-015-0837-5
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A method of filtering using sequences of sliding local approximation models and weighted averaging functions is considered. The method is used to filter signals of the coordinates of the geomagnetic field strength vectors. The filtering error is estimated using statistical modeling.
引用
收藏
页码:1029 / 1036
页数:8
相关论文
共 50 条
  • [41] Forecasting water quality variable using deep learning and weighted averaging ensemble models
    Mohammad G. Zamani
    Mohammad Reza Nikoo
    Sina Jahanshahi
    Rahim Barzegar
    Amirreza Meydani
    Environmental Science and Pollution Research, 2023, 30 : 124316 - 124340
  • [42] Forecasting water quality variable using deep learning and weighted averaging ensemble models
    Zamani, Mohammad G.
    Nikoo, Mohammad Reza
    Jahanshahi, Sina
    Barzegar, Rahim
    Meydani, Amirreza
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (59) : 124245 - 124262
  • [43] Nonlinear Kalman filtering using fuzzy local linear models
    McGinnity, S
    Irwin, G
    PROCEEDINGS OF THE 1997 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 1997, : 3299 - 3300
  • [44] A Study on the Location Analysis Using Spatial Analysis and Ordered Weighted Averaging Operator Weighting Functions
    Oh, Se-Woong
    Park, Gyei-Kark
    Park, Jong-Min
    Suh, Sang-Hyun
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2008, 12 (06) : 529 - 536
  • [46] Reconstruction of physiological signals using iterative retraining and accumulated averaging of neural network models
    McBride, Joseph
    Sullivan, Adam
    Xia, Henian
    Petrie, Adam
    Zhao, Xiaopeng
    PHYSIOLOGICAL MEASUREMENT, 2011, 32 (06) : 661 - 675
  • [47] Channel equalization using adaptive filtering with averaging
    Iliev, G
    Kasabov, N
    PROCEEDINGS OF THE FIFTH JOINT CONFERENCE ON INFORMATION SCIENCES, VOLS 1 AND 2, 2000, : A870 - A873
  • [48] Models of stochastic signals in research of statistical methods on velocity measurement using conditional averaging
    Chorzepa, Rafal
    Hanus, Robert
    PRZEGLAD ELEKTROTECHNICZNY, 2024, 100 (07): : 117 - 120
  • [49] A new weighted text filtering method
    Li, D
    Cao, YD
    Wu, SY
    PROCEEDINGS OF THE 2005 IEEE INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND KNOWLEDGE ENGINEERING (IEEE NLP-KE'05), 2005, : 695 - 698