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
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;
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
DOI :
10.1109/TITS.2015.2398453