• DocumentCode
    1762801
  • Title

    Driver´s Arms´ Time-Variant Neuromuscular Admittance During Real Car Test-Track Driving

  • Author

    Katzourakis, Diomidis I. ; Abbink, David A. ; Velenis, Efstathios ; Holweg, Edward ; Happee, Riender

  • Author_Institution
    CAE Active Safety & Vehicle Dynamics Groups, Volvo Cars Corp., Göteborg, Sweden
  • Volume
    63
  • Issue
    1
  • fYear
    2014
  • fDate
    Jan. 2014
  • Firstpage
    221
  • Lastpage
    230
  • Abstract
    Attempts to measure and model driver steering behavior have been so far mainly performed with driving simulators and time-invariant techniques. The goal of this paper was to quantify the driver´s arms´ time-variant admittance in real driving and to provide a range of parametrically fitted values on the estimated frequency response functions. The human arms´ neuromuscular (NMS) admittance was estimated by applying torque disturbances on the steering wheel during real car test-track driving. To capture the time-variant behavior, the admittance was estimated using a 1.28-s sliding time window. The results showed that drivers adapt their admittance while cornering, exposing a variant behavior during different corners and driving speeds. The frequency response function (FRF) of the admittance while cornering has the properties of a second-order system. During cornering, drivers have increased stiffness values, whilst in straight driving, the FRFs resemble a second-order system ( -40 dB/decade gain drop; double pole at low frequencies) for low frequencies, with a zero for frequencies above 6 Hz (on average). The FRFs during cornering were parametrically fitted to a second-order inertia-spring-damper model. The fitted parameter values can be used for NMS driver models and motivate the stability analysis of the combined closed-loop driver steering system.
  • Keywords
    bioelectric phenomena; muscle; neurophysiology; torque; closed-loop driver steering system; driver arm time-variant neuromuscular admittance; driving simulators; driving speed; fitted parameter; frequency response function; human arm neuromuscular admittance; model driver steering behavior; real car test-track driving; second-order inertia-spring-damper model; sliding time window; stability analysis; steering wheel; time-invariant techniques; torque disturbances; Admittance; DC motors; Frequency-domain analysis; Neuromuscular; Torque; Vehicles; Wheels; Driver modelling; instrumentation and measurement; neuromuscular admittance; steering torque; test-track driving; time-variant system identification;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2013.2277610
  • Filename
    6587066