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Electronic Data Center

Journal of Automation and Information Sciences

 

ISSN for PRINT: 1064-2315

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$2573.00

Issues per year:

12

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Best Paper Award Selection - Editorial Board Site

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2007, Volume39

Issue 2

  83 pages  

DOI: 10.1615/J Automat Inf Scien.v39.i2   

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  • Processing Technique for Navigational Measurements on the Basis of Combining the Kalman and Neural-Fuzzy Filters
  • Alexander V. Yeliseev
    Rostov Military Institute of Rocket Forces, Rostov-on-Don, Russia


    ABSTRACT

    The problem of linear discrete filtering is considered under uncertainty of initial conditions. For estimation of initial conditions we propose to use filter on the basis of systems with fuzzy logic. We present algorithm for learning neural-fuzzy filter and variants of combining fuzzy and Kalman filters. Illustrative examples are given.

    DOI: 10.1615/J Automat Inf Scien.v39.i2.20

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