An algorithm for the computation of mean delay of traffic at pre-timed control signals. Issue 12 (2nd December 2021)

• Record Type: Journal Article
• Authors: Simões, Maria L.; Milheiro-Oliveira, Paula
• Is Part Of: Communications in statistics. Volume 50:Issue 12(2021)
• Page Start: 4100
• Page End: 4113
• Publication Date: 2021-12-02
• Subjects: Queuing systems -- Queues with server vacations -- Traffic delay estimation -- Traffic models; Mathematical statistics -- Periodicals; Mathematical statistics -- Data processing -- Periodicals; Digital computer simulation -- Periodicals; 519.5
• DOI: 10.1080/03610918.2019.1639736
• Languages: English
• ISSNs: 0361-0918

Abstract

Abstract: A signalized intersection regulated by pre-timed control in an urban traffic network is considered. A method for computing the mean delay of vehicles based on the theory of queues with server vacations is adapted from the existing literature and an algorithm for numerical implementation is proposed. Arrivals are assumed to occur according to a batch Markovian arrival process (BMAP). The proposed algorithm is an alternative to the previous methods that includes a numerical improvement in the computation of the queue invariant probabilities. In the case of isolated intersections we compare the new algorithm with other traffic models, including simulation model, Webster model and the Highway Capacity Manual model. The mean delay of vehicles given by the new algorithm is a short distance away from the mean delay obtained in the simulations. The approximation for large flows given by the proposed algorithm is as good as the Highway Capacity Manual model and with no need to tune unknown parameters. Our results are of interest for traffic engineers, since other approaches have been subject to criticism when flows near capacity are involved.