Author

Tao Wang

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Open access Sep 2026

LLM-Driven Signal Control Method for Signalized Intersections with Mixed Traffic Flow

This paper proposes integrating a Large Language Model (LLM) into signal control: roadside devices perceive traffic states, prompt engineering is constructed, and the LLM is driven to reason and generate control signals, on this basis, a CAV speed guidance algorithm is proposed.

Jun-Yao Lin, Yi-Cai Zhang, Tao Wang · Systems · 0 citations