Extension and Validation of NEMA-Style Dual-Ring Controller in SUMO

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DOI:

https://doi.org/10.52825/scp.v3i.115

Abstract

Until recently, SUMO users could not model the behavior of a ring-and-barrier traffic signal via existing signal types, which left North American SUMO users without the direct ability to capture traffic dynamics of their local networks. This work presents the methods, implementation overview, and validation of a ‘dual-ring’ NEMA style traffic controller which has recently been added to the main SUMO code base. A brief explanation of the ‘dual-ring’ implementation is also provided as context for those new to this type of traffic controller. The foundation for this work was presented at the SUMO User Conference 2021 by researchers at the US Department of Energy’s National Renewable Energy Laboratory, but was not integrated into SUMO code base at the time. Following the initial inclusion of the controller to SUMO, the authors began validation of the SUMO controller against an Econolite software-in-the-loop (SIL) traffic signal controller configured with actual setup parameters from controllers in a real-world three-intersection corridor in Tuscaloosa, Alabama, USA. This paper documents the process of adding new features to the controller code as well as validating their implementation through simulation-based and automated grey-box testing is presented in this paper. Key features such as fully-actuated operation, various timing offset plans, proper next-phase fit algorithms and more, have been added and validated against this SIL system. Though not an exhaustive demonstration of features, this work is intended make more users aware of this extension of SUMO capabilities.

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References

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Martin Fellendorf. VISSIM: A microscopic simulation tool to evaluate actuated signal control including bus priority. In 64th Institute of Transportation Engineers Annual Meeting, volume 32, pages 1–9. Springer, 1994.

Patrice Godefroid. Fuzzing: Hack, art, and science. Communications of the ACM, 63(2):70–76, 2020.

Pablo Alvarez Lopez, Michael Behrisch, Laura Bieker-Walz, Jakob Erdmann, Yun-Pang Flötteröd, Robert Hilbrich, Leonhard Lücken, Johannes Rummel, Peter Wagner, and Evamarie Wießner. Microscopic traffic simulation using sumo. In The 21st IEEE International Conference on Intelligent Transportation Systems. IEEE, 2018.

Tom Urbanik, Alison Tanaka, Bailey Lozner, Eric Lindstrom, Kevin Lee, Shaun Quayle, Scott Beaird, Shing Tsoi, Paul Ryus, Doug Gettman, Srinivasa Sunkari, Kevin Balke, and Darcy Bullock. Signal Timing Manual - Second Edition. The National Academies Press, Washington, DC, 2015.

Qichao Wang and Montasir Abbas. Optimal Urban Traffic Model Predictive Control for NEMA Standards. Transportation Research Record, 2673(7):413–424, 2019.

QichaoWang, Tianxin Li, and Wesley Jones. Augmenting SUMO with Ring-and-Barrier Structured Traffic Signal Controller Module [Conference Presentation]. In SUMO User Conference, 2021.

Andreas Zeller, Rahul Gopinath, Marcel Böhme, Gordon Fraser, and Christian Holler. The Fuzzing Book, 2019.

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Published

2022-09-29

How to Cite

Schrader, M., Wang, Q., & Bittle, J. (2022). Extension and Validation of NEMA-Style Dual-Ring Controller in SUMO. SUMO Conference Proceedings, 3, 1–13. https://doi.org/10.52825/scp.v3i.115

Conference Proceedings Volume

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Conference papers

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