A Data Driven Approach to Derive Traffic Intersection Geography using High Resolution Controller Logs

Dhruv Mahajan, Tania Banerjee, Yashaswi Karnati, An. Rangarajan, Sanjay Ranka

Abstract

Current traffic signal controllers are capable of recording events (signal events; vehicle arrival and departure) at very high resolutions (usually, 10Hz). The high resolution data rates enable the computation and study of various (granular) measures of effectiveness. However, without knowing the location of specific detectors on an intersection and the phases they are mapped to, a number of measures of effectiveness (of signal performance) cannot be evaluated. These mappings may not be available or up to date for many practical reasons (e.g., old infrastructure, mappings not machine readable, maintenance or addition of new lanes, etc.). In this paper, we develop an inference engine to map detectors to phases and distinguish between the stop bar and advance detectors, or in other words, infer the location of the loop detectors with reference to the intersection.

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Paper Citation


in Harvard Style

Mahajan D., Banerjee T., Karnati Y., Rangarajan A. and Ranka S. (2020). A Data Driven Approach to Derive Traffic Intersection Geography using High Resolution Controller Logs.In Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS, ISBN 978-989-758-419-0, pages 203-210. DOI: 10.5220/0009355402030210


in Bibtex Style

@conference{vehits20,
author={Dhruv Mahajan and Tania Banerjee and Yashaswi Karnati and An. Rangarajan and Sanjay Ranka},
title={A Data Driven Approach to Derive Traffic Intersection Geography using High Resolution Controller Logs},
booktitle={Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS,},
year={2020},
pages={203-210},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009355402030210},
isbn={978-989-758-419-0},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS,
TI - A Data Driven Approach to Derive Traffic Intersection Geography using High Resolution Controller Logs
SN - 978-989-758-419-0
AU - Mahajan D.
AU - Banerjee T.
AU - Karnati Y.
AU - Rangarajan A.
AU - Ranka S.
PY - 2020
SP - 203
EP - 210
DO - 10.5220/0009355402030210