• DocumentCode
    3601442
  • Title

    Feedback-Coordinated Ramp Control of Consecutive On-Ramps Using Distributed Modeling and Godunov-Based Satisfiable Allocation

  • Author

    Agarwal, Shaurya ; Kachroo, Pushkin ; Contreras, Sergio ; Sastry, Shankar

  • Author_Institution
    Univ. of Nevada, Las Vegas, NV, USA
  • Volume
    16
  • Issue
    5
  • fYear
    2015
  • Firstpage
    2384
  • Lastpage
    2392
  • Abstract
    This paper presents a feedback control design for a coordinated ramp metering problem for two consecutive on-ramps. We design a traffic allocation scheme for ramps based on Godunov´s numerical method and using a distributive model. Most of the previous work for designing feedback control for ramp metering is based on either the discretized linear methods or nonlinear methods based on the traffic ordinary differential equations (ODEs). We utilize the distributive model to construct a control condition for regulating the traffic density at critical density. Then, we design a Godunov-method-based satisfiable allocation scheme that gives us the actual control for each ramp individually. We show the stability properties of the closed-loop system and validate the effectiveness of the feedback control law by running a simulation using real traffic flow measurements with parameter estimation.
  • Keywords
    closed loop systems; differential equations; distributed control; feedback; road traffic control; stability; Godunov numerical method; Godunov-method-based satisfiable allocation scheme; ODE; closed-loop system; consecutive on-ramps; control condition; coordinated ramp metering problem; critical density; distributed modeling; distributive model; feedback control design; feedback control law; feedback-coordinated ramp control; parameter estimation; real traffic flow measurements; stability properties; traffic allocation scheme; traffic density; traffic ordinary differential equations; Equations; Feedback control; Junctions; Mathematical model; Numerical models; Resource management; Traffic control; Coordinated ramp metering; Godunov method; distributed traffic model; feedback control;
  • fLanguage
    English
  • Journal_Title
    Intelligent Transportation Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1524-9050
  • Type

    jour

  • DOI
    10.1109/TITS.2015.2398453
  • Filename
    7050275