Mr. Dabing Zhou Profile

Dabing Zhou

at kedacom

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Proceedings Article | 23 November 2022 Paper

Holographic traffic signal control system based on multi-source data fusion

S. Jiang, Z. chen, D. Zhou, Y. Chen, L. Gao, J. Liu, T. Li

Proceedings Volume 12302, 123022X (2022) https://doi.org/10.1117/12.2645477

KEYWORDS: Holography, Roads, Data fusion, Control systems, Evolutionary algorithms, Signal detection, Radar, Control systems design, Computer simulations, Sensors

Read Abstract +

Adaptive control algorithms can adjust the signal period in real time and have a high calculation rate. This paper uses the holographic traffic signal control system of multi-source data fusion to fuse the original traffic data obtained by a variety of sensors, adopts adaptive control algorithm and artificial intelligence conversion technology, combines the fused traffic data information with the OpenATC open source signal machine independently developed in China, and designs a signal control scheme that conforms to the current road network. In the sumo simulation environment, the comparison and verification were carried out in coordination with the traditional static two-way green wave, and the comparison results showed that the average length of the maximum queue at a single intersection decreased by 25.03%, and the average parking delay at a single intersection decreased by 61.51%. This method can effectively alleviate the occurrence of traffic congestion events in the road network and improve the efficiency of road network traffic.

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