The invention discloses an intelligent traffic system signal lamp timing method and device and an electronic device. The method comprises the following steps: acquiring traffic data collected by sensing equipment deployed in a pedestrian crossing and adjacent intersections in real time, and processing the traffic data; a gate control Transform model is trained and deployed; performing state and action sequence modeling on the traffic data collected at each time point by using a gating Transform model, and analyzing and predicting the traffic and pedestrian flow states; a gating Transform model processes and analyzes real-time data streams, outputs signal timing adjustment data, and dynamically adjusts signal lamp timing time, so that the problems that a signal lamp adjustment method in an intelligent traffic system is low in response speed, cannot effectively predict future traffic trend, is low in data processing speed, low in data utilization rate and high in signal lamp timing efficiency are solved. And the traffic environment change is difficult to adapt.
本申请公开了一种智能交通系统信号灯配时方法、装置及电子装置,所述方法包括:获得部署于人都行横道及其邻近路口的感知设备实时收集的交通数据并进行数据处理;训练和部署门控Transformer模型;利用门控Transformer模型对每个时间点收集到的交通数据进行状态和动作进行状态和奖励的序列建模,分析和预测交通和行人流状态;门控Transformer模型处理和解析实时数据流,输出信号配时调整数据,动态调整信号灯配时时间,解决了智能交通系统中调整信号灯的方法存在反应速度慢、无法有效预测未来交通趋势、数据处理速度慢,数据利用率低,以及难以适应交通环境变化等问题。
Intelligent traffic system signal lamp timing method and device and electronic device
一种智能交通系统信号灯配时方法、装置及电子装置
2025-01-24
Patent
Electronic Resource
Chinese