A real-time traffic information publishing method based on narrowband internet of things

By constructing a BML matrix and an improved BML narrowband traffic status release model, the real-time and priority issues of traffic information release in the narrowband IoT environment are solved, realizing real-time modeling and efficient release of traffic status, and improving the adaptability and reliability of information release.

CN122416760APending Publication Date: 2026-07-17HANGZHOU HANGQIAN EXPRESSWAY DEV CO LTD +1
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
HANGZHOU HANGQIAN EXPRESSWAY DEV CO LTD
Filing Date
2026-06-04
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

In the narrowband Internet of Things (IoT) environment, existing traffic information dissemination methods cannot effectively achieve real-time dissemination of high-risk traffic information, and lack a mechanism to complete traffic status for missing, delayed, and low-quality observations, resulting in excessive consumption of communication resources and insufficient information transmission priority.

Method used

By constructing a BML matrix and introducing an improved BML narrowband traffic status release model, and utilizing narrowband observation completion mechanism, event disturbance embedding, and risk propagation correction, differential frames are generated and released according to risk priority, thereby achieving real-time modeling and priority release of traffic status.

Benefits of technology

It improves the adaptability and reliability of real-time traffic information dissemination in narrowband IoT environments, reduces communication burden, ensures timely dissemination of high-risk information, and optimizes communication efficiency through a closed-loop update mechanism.

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Abstract

本发明公开了一种基于窄带物联网的实时交通信息发布方法,包括如下步骤:获取目标道路发布周期内的窄带交通数据进行规范化处理,得到标准化交通数据;基于标准化交通数据划分演化单元构建BML矩阵;将BML矩阵输入改进的BML窄带交通状态发布模型,进行窄带观测补全、事件扰动嵌入、拥堵边界回溯、风险传播修正和发布候选筛选,得到候选矩阵;根据候选矩阵生成发布状态和风险优先级;比较发布状态与历史发布状态,生成差分帧;按照风险优先级通过窄带物联网通信链路发布差分帧,进行补发、合并和缓存更新。本发明属于智能交通与物联网通信技术领域,基于改进的BML模型实现低带宽条件下实时交通信息的差分发布。
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