Year: 2025
Type: article
Abstract: This article presents a set of methods and models for predicting traffic congestion based on the analysis of GPS tracks and road network data. It examines the stages of data preprocessing, the construction of speed estimation models, and congestion classification. A system for automati-cally updating information in real time is proposed, enabling timely responses to changing traffic conditions, reducing congestion and improving traffic safety
Author: Julia Gantimurova
Institution: Angarsk State Technical Academy
Language: English
Subfield: Building and Construction
Field: Engineering
Domain: Physical Sciences
Open Access status: bronze
OpenAlex ID: W7123963409