Journal of Advanced Marine Engineering and Technology

The Korean Society of Marine Engineering (한국마린엔지니어링학회)
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A Study on the Improvement of the Accuracy of a Wheeled Vehicle Positioning System by Multisensor Data Fusion

멀티센서 데이터 융합에 의한 차륜형 이동체 위치추정시스템의 정도 개선에 관한 연구

  • 최진규 (한국해양대학교 대학원 제어계측공학과) ;
  • 하윤수 (한국해양대학교 자동차·정보공학부)
  • Published : 2000.01.01
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Abstract

In constructing the positioning system based on a conventional dead-reckoning for a wheeled vehicle with pneumatic tires, the position estimation error is inevitable as changes of the radius of the wheels depend on live load and variable enviroment. Therefore, this paper proposes the positioning system which can estimate the error source i.e. the vehicle parameter errors, such as the right and left wheel radius error, using gyroscope and ultrasonic sensor and correct the parameter to reduce the dead-reckoned position estimation error. The extended Kalman filter was used as a method for the multisensor data fusion. The simulation to verify the effectiveness of the proposed positioning system is performed.

Keywords

References

  1. Where am I? Sensors and Methods for Mobile Robot Positioning Borenstein, J.;Everett, H.R.;Feng, L.
  2. 日本ロボツ ト學會第10回 學術講演會豫稿集 (1) 內外界セソサのボ－タ融合た基づく車論型移動ロボツ トのポヅ ショニソク 上田 曉彦; 油田 信一
  3. IEEE Int. Conf. on Robotics and Automation Slip Modell-ing and Aided Inertial navigation of an LHD Scheding, S.;Dissanayake, G.;Nebot, E.;Durrant Whyte, H.F.
  4. IEEE Trans. Robotics and Automation v.11 no.3 Inertial Navigation Systems for Mobile Robots Barshan, B.;Durrant Whyte, H.F.
  5. Proc. IEEE/RSJ Int. Conf. on Intelligent Robots and Systems(IROS'94) Position Estimation of a Mobile Robot Using Optical Fiber Gyroscope (OFG) Komoriya, K.;Oyama, E.
  6. Kalm-an Filtering Theory and Practice Grewal, M.S.;Andrew, A.P.
  7. An Introduction to the Kalman Filter Welch, G.;Bishop, G.
  8. Process Models for the navigation of High-Speed Land Vehicle-s Julier, S.J.
  9. 한국자동제어 학술회의 논문집 지능 휠체어용 위치추정시스템에 관한 연구 최진규;하윤수;진강규
  10. 한국박용기관학회 추계학술대회 논문집 멀티센서 데이터 융합에 의한 차륜형 이동체 위치추정시스템의 정도 개선에 관한 연구 최진규;하윤수;진강규