• DocumentCode
    2700204
  • Title

    An investigation of calculation method of wheel angular acceleration in anti-lock braking system

  • Author

    Liu, Guofu ; Zhang, Qi ; Xiong, Jiulong ; Xie, Xiufen ; Peng, Shan

  • Author_Institution
    Dept. of Instrum. Sci. & Technol., Nat. Univ. of Defense Technol., Changsha
  • fYear
    2008
  • fDate
    20-23 June 2008
  • Firstpage
    840
  • Lastpage
    843
  • Abstract
    The accurate and real-time calculation of wheel angular acceleration is the premise for anti-lock braking system based on logical threshold or slip ratio. Nowadays, main methods used to approximately calculate the wheel angular acceleration are Euler-method (the first order differential approximation method), differential filtering method and Kalman filtering method. On the basis of considering the performance of the algorithm such as noise attenuation, control delay, accuracy and reliability of estimation and calculation complexity, a calculation method of wheel acceleration by FIR filter is presented, which is based on the analysis of the methodspsila feasibility. We can get the filter coefficients and filter length on the condition of the minimal error variance and the maximal estimation accuracy. Results show that this method is stable, reliable and with short delay.
  • Keywords
    FIR filters; Kalman filters; acceleration measurement; approximation theory; braking; differential equations; estimation theory; minimisation; road vehicles; vehicle dynamics; wheels; Euler-method; FIR method; Kalman filtering method; antilock braking system; differential filtering method; first order differential approximate calculation method; maximal estimation accuracy; minimal error variance; wheel angular acceleration; Acceleration; Approximation methods; Attenuation; Delay estimation; Filtering; Finite impulse response filter; Kalman filters; Performance analysis; Real time systems; Wheels; Anti-lock Braking System; Calculation Method; FIR Filter; Wheel Angular Acceleration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Automation, 2008. ICIA 2008. International Conference on
  • Conference_Location
    Changsha
  • Print_ISBN
    978-1-4244-2183-1
  • Electronic_ISBN
    978-1-4244-2184-8
  • Type

    conf

  • DOI
    10.1109/ICINFA.2008.4608115
  • Filename
    4608115