Minimax-statistical approach to increasing reliability of measurement information processing

  • Authors:
  • E. Yu. Ignashchenko;A. R. Pankov;K. V. Semenikhin

  • Affiliations:
  • Moscow State Aviation Institute, Moscow, Russia;Moscow State Aviation Institute, Moscow, Russia;Moscow State Aviation Institute, Moscow, Russia

  • Venue:
  • Automation and Remote Control
  • Year:
  • 2010

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Abstract

Consideration was given to the methods of guaranteeing estimation of the law of motion of flight vehicles from the results of the trajectory measurements, as well as the methods and algorithms of minimax estimation under fixed sets of uncertainty of the covariance matrices of the observation errors. A minimax-statistical approach to the problem of estimation on the basis of uncertainty sets in the form of confidence regions of given reliability was proposed. The results of numerical modeling were presented.