• Title/Summary/Keyword: self-correction of residuals

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Abrupt Error Detection of Mobile Robot Using LMS Algorithm to Residuals of Kalman Filter (칼만필터의 잔류오차에 최소적응알고리즘을 적용한 이동로봇의 위치추정오차 검출기법)

  • Lee Yeon-Seok
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.7
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    • pp.1332-1337
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    • 2006
  • In this paper, a noble second stage hetero-estimator is used for positioning error detection in mobile robot. Previous methods are either expensive in the case of positioning error correction or not able to detect positioning error. To overcome the latter shortage, the positioning error detection is performed using second stage hetero-estimator in motor model of mobile robot without any additional costs. A Kalman filter in the estimator gets the residual of motor current and an adaptive self-tunning filter checks the whiteness of the residual. Some simulation results show the possibility of the proposed method.

Performance Evaluation System for Tow-Channel Ring-Core Flux-Gate Compass (2-체널 링-코어 프럭스-게이트 콤파스의 성능평가 시스템 개발)

  • 임정빈;김봉석
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2002.11a
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    • pp.13-19
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    • 2002
  • Design and implementation methodologies on the performance evaluation system of two-channel ring-core Flux-Gate Compass (FG-Compass) are described, with evaluation procedures and methods based on the polynomial regression models. Performance evaluation system is consists of a step motor driving unit, a bearing transmitting unit and, evaluation programs using polynomial regression formulae. Through performance evaluation tests, total residual deviation tests, total residual deviation of $\pm$4$^{\circ}$ and eigen residual deviation of $\pm$2$^{\circ}$ are obtained from the FG-Compass. The result is more accurate values than the typical FG-Compass with eigen residual deviation of $\pm$4$^{\circ}$ and is provide a possibility to develop a high performance FG-Compass. In addition, the design methodology of a smart FG-Compass with the self estimation and correction of residual deviations is also discussed.

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Performance Evaluation System for Tow-Channel Ring-Core Flux-Gate Compass (2-체널 링-코어 프럭스-게이트 콤파스의 성능평가 시스템 개발)

  • Yim, Jeong-Bin;Jeong, Jung-Sik;Park, Sung-Hyeon;Kim, Bong-Seok
    • Journal of Navigation and Port Research
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    • v.26 no.5
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    • pp.529-535
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    • 2002
  • Design and implementation methodologies on the performance evaluation system of Two-Channel Ring-Core Flux-Gate Compass (TCRC FG-Compass) are described, with evaluation procedures and methods based on the polynomial regression models. Performance evaluation system consists of a step motor driving unit, a bearing transmitting unit and evaluation programs derived from polynomial regression formulae. Newly designed performance evaluation system enabled the accuracy of TCRC FG-Compass to be ascertained. It was confirmed that the size of residual deviation of TCRC FG-Compass is $2^{\circ}$, while that of the conventional one is $4^{\circ}$. In addition, the design methodology to the self estimation and correction of residual deviations is also discussed.