• Title/Summary/Keyword: 2단형 칼만필터(two-stage Kalman filter)

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여분의 관성센서 시스템을 위한 순차적 고장 검출 및 분리기법

  • Kim, Jeong-Yong;Cho, Hyun-Chul;Kim, Sang-Won;Roh, Woong-Rae
    • Aerospace Engineering and Technology
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    • v.3 no.1
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    • pp.179-187
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    • 2004
  • We consider some problems of the Modified SPRT(Sequential Probability Ratio Test) method for fault detection and isolation of inertial redundant sensor systems and propose an Advanced SPRT method which solves the problems of the Modified SPRT method. The problems of the Modified SPRT method to apply to inertial sensor system come from the effect of inertial sensor errors and the correlation of parity vector components. We use a two-stage Kalman filter to remove effects of the inertial sensor errors and propose the modified parity vector and the controlled parity vector which reduces the effect of correlation of parity vector components. The Advanced SPRT method is derived form the modified parity vector and the controlled party vector. Some simulation results are presented to show the usefulness of the Advanced SPRT method to redundant inertial sensor systems.

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