The invention relates to the technical field of artificial intelligence, and provides a road network optimization method and system based on multi-view array panoramic perception. The method comprises the following steps: interactively obtaining road attribute information, and marking key areas and attributes; a multi-view array field angle is combined to acquire an installation angle and deploy the installation angle; the multi-view array captures real-time traffic information. A traffic optimization multi-layer network is configured and comprises a data processing layer, a hiding layer and a decision generation layer, and the hiding layer comprises a traffic flow distribution layer, a road traffic capacity layer and a signal lamp control strategy layer; inputting real-time traffic information into the network, distributing data to each layer for decision making, and correcting to generate a road network optimization strategy; and converting into a traffic control instruction to realize road network optimization and adjustment. The technical problems of incomplete traffic information acquisition, inaccurate processing and low decision generation efficiency in an existing road network optimization method are solved, real-time optimization adjustment of the road network is realized, and the technical effects of effectively improving the traffic efficiency of the road network, reducing the traffic jam phenomenon and improving the traffic safety are achieved.
本申请涉及人工智能技术领域,提供基于多目阵列全景感知的路网优化方法及系统。所述方法包括:交互获取道路属性信息,标记关键区域和属性;结合多目阵列视场角,获取安装角度并部署;多目阵列捕捉实时交通信息。配置交通优化多层网络,包括数据处理、隐藏和决策生成层,隐藏层含交通流量分布、道路通行能力、信号灯控制策略层;实时交通信息输入网络,数据分流至各层决策,再修正生成路网优化策略;转化为交通控制指令,实现路网优化调整。本申请解决了现有路网优化方法中交通信息获取不全面、处理不够精准以及决策生成效率低的技术问题,实现对路网的实时优化调整,达到了有效提升路网通行效率,减少交通拥堵现象,提高交通安全性的技术效果。
Road network optimization method and system based on multi-view array panoramic perception
基于多目阵列全景感知的路网优化方法及系统
2024-08-02
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES |
Panoramic perception method based on multi-vehicle visual angle fusion
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