• DocumentCode
    1434887
  • Title

    Intersection Support System for Powered Two-Wheeled Vehicles: Threat Assessment Based on a Receding Horizon Approach

  • Author

    Biral, Francesco ; Lot, Roberto ; Rota, Stefano ; Fontana, Marco ; Huth, Véronique

  • Author_Institution
    Dept. of Mech. & Struct. Eng., Univ. of Trento, Trento, Italy
  • Volume
    13
  • Issue
    2
  • fYear
    2012
  • fDate
    6/1/2012 12:00:00 AM
  • Firstpage
    805
  • Lastpage
    816
  • Abstract
    This paper reports a novel intersection support (IS) system for motorcycles developed through the SAFERIDER project (IS). The IS function described is built on a receding horizon approach that is designed for a set of predefined intersection scenarios. In the receding horizon scheme, a nonlinear optimal control problem is repetitively solved in real time, yielding a reference motion plan. The initial value of the longitudinal jerk (control input) of each plan is used as a measure of the correction that the rider has to apply to conform to an optimal-safe maneuver. This technique has the advantage of yielding a homogenous measure of the threat independent of the scenario, and it is directly linked with the control variable that the rider should use to accordingly change the vehicle´s longitudinal dynamics. Additionally, the receding horizon approach naturally accommodates road geometry and constraint attributes, motorcycle dynamics, rider input, and riding styles. Warning feedback is given to the rider by an appropriate combination of human-machine interface elements, such as the haptic throttle, the vibrating glove, and the visual display. This paper explains the IS concept, discusses the implementation aspects of the proposed receding horizon approach, and presents the results of pilot tests conducted on a top-of-the-range riding simulator.
  • Keywords
    automated highways; motorcycles; nonlinear control systems; optimal control; road safety; SAFERIDER project; haptic throttle; human-machine interface; intersection support system; motorcycles; nonlinear optimal control; optimal-safe maneuver; powered two-wheeled vehicles; receding horizon approach; riding simulator; threat assessment; vibrating glove; visual display; warning feedback; Accidents; Mathematical model; Motorcycles; Roads; Safety; Vehicle dynamics; Advanced rider-assistance systems (ARAS); motorcycle; optimal control; receding horizon; riding simulator;
  • fLanguage
    English
  • Journal_Title
    Intelligent Transportation Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1524-9050
  • Type

    jour

  • DOI
    10.1109/TITS.2011.2181835
  • Filename
    6142102