Research on design of intersection signal light based on artificial intelligence algorithm

Minghui He

doi:10.1117/12.2647242

7 September 2022 Research on design of intersection signal light based on artificial intelligence algorithm

Minghui He

Proceedings Volume 12329, Third International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2022); 123293Y (2022) https://doi.org/10.1117/12.2647242
Event: Third International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2022), 2022, Changsha, China

Abstract

Traffic is undoubtedly an indispensable part of our daily life, and the presence of traffic lights makes the movement of vehicles orderly. However, at the same intersection with traffic signals, the traffic congestion level can vary greatly on different days or at different times of the day. In this paper, a base model and an optimization model are developed to simulate the number of vehicles arriving at an intersection over a period of time, mainly using Poisson distribution probabilities. The base model solves the problem for traffic light cycles that are multiples of 10, while the optimization model solves the problem for traffic light cycles that are arbitrary at any point in time, based on the conditions given in the topic. This study aims to reasonably reduce the waiting time of vehicles and pedestrians from a planning perspective, which is of great practical importance.

Citation Download Citation

Minghui He "Research on design of intersection signal light based on artificial intelligence algorithm", Proc. SPIE 12329, Third International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2022), 123293Y (7 September 2022); https://doi.org/10.1117/12.2647242

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