• DocumentCode
    20439
  • Title

    Two-Dimensional Sensor System for Automotive Crash Prediction

  • Author

    Taghvaeeyan, Saber ; Rajamani, Rajesh

  • Author_Institution
    Dept. of Mech. Eng., Univ. of Minnesota, Minneapolis, MN, USA
  • Volume
    15
  • Issue
    1
  • fYear
    2014
  • fDate
    Feb. 2014
  • Firstpage
    178
  • Lastpage
    190
  • Abstract
    This paper focuses on the use of magnetoresistive and sonar sensors for imminent collision detection in cars. The magnetoresistive sensors are used to measure the magnetic field from another vehicle in close proximity, to estimate relative position, velocity, and orientation of the vehicle from the measurements. First, an analytical formulation is developed for the planar variation of the magnetic field from a car as a function of 2-D position and orientation. While this relationship can be used to estimate position and orientation, a challenge is posed by the fact that the parameters in the analytical function vary with the type and model of the encountered car. Since the type of vehicle encountered is not known a priori, the parameters in the magnetic field function are unknown. The use of both sonar and magnetoresistive sensors and an adaptive estimator is shown to address this problem. While the sonar sensors do not work at very small intervehicle distance and have low refresh rates, their use during a short initial time duration leads to a reliable estimator. Experimental results are presented for both a laboratory wheeled car door and for a full-scale passenger sedan. The results show that planar position and orientation can be accurately estimated for a range of relative motions at different oblique angles.
  • Keywords
    adaptive estimation; angular velocity measurement; automobiles; automotive engineering; doors; magnetic field measurement; magnetic sensors; magnetoresistance; position measurement; sonar detection; 2D sensor system; adaptive estimation; analytical function; automotive crash prediction; close proximity; full scale passenger sedan; imminent collision detection; laboratory wheeled car door; magnetic field measurement; magnetoresistive sensor; planar magnetic field variation; relative position estimation; sonar sensor; vehicle orientation estimation; velocity estimation; Equations; Estimation; Magnetic analysis; Mathematical model; Position measurement; Sonar; Vehicles; Crash detection; crash sensors; extended Kalman filter (EKF); magnetic sensors; sensor fusion; vehicle position sensors;
  • fLanguage
    English
  • Journal_Title
    Intelligent Transportation Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1524-9050
  • Type

    jour

  • DOI
    10.1109/TITS.2013.2279951
  • Filename
    6606810