DocumentCode
66293
Title
Bandwidth Maximization Using Vehicle Arrival Functions
Author
Gomes, Gabriel
Author_Institution
California Partners for Adv. Transp. Technol. Program, Univ. of California Berkeley, Berkeley, CA, USA
Volume
16
Issue
4
fYear
2015
fDate
Aug. 2015
Firstpage
1977
Lastpage
1988
Abstract
We revisit the offset optimization problem for maximization of two-way progression bands. A new formulation is proposed relying on the concepts of relative offset and vehicle arrival functions. Vehicle arrival functions represent the probability that a vehicle reaches a given intersection at a given time. Relative offsets are the displacement of the arrival functions with respect to a moving coordinate frame. An explicit formula for the bandwidth is derived based on these two quantities. The bandwidth maximization problem is then formulated as an unconstrained nonlinear program. The cases of pulse and Gaussian arrivals are considered in detail. Numerical techniques are proposed for both that return globally optimal solutions with small computational cost.
Keywords
Gaussian processes; bandwidth allocation; nonlinear programming; probability; road traffic; Gaussian arrivals; bandwidth maximization problem; offset optimization problem; two-way progression band maximization; unconstrained nonlinear program; vehicle arrival functions; Bandwidth; Optimization; Roads; Trajectory; Vehicles; Arterial progression; bandwidth maximization; linear programming; optimization; signal coordination;
fLanguage
English
Journal_Title
Intelligent Transportation Systems, IEEE Transactions on
Publisher
ieee
ISSN
1524-9050
Type
jour
DOI
10.1109/TITS.2014.2387731
Filename
7042301
Link To Document