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This is a Literature Review study.

AI on the Road – A Review of Technologies Enhancing Urban Traffic Safety and Efficiency

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About 30% of articles from 2014-2023 focused on both traffic safety and efficiency, underscoring research significance.
The research shows that artificial driving models can predict traffic patterns, enhancing overall traffic safety.
Systematic analysis of 130 studies reveals the effectiveness of adaptive traffic control in improving risk management.
Data from traffic cameras and sensors indicates positive impacts of smart network connectivity on reducing collision rates.

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Review identifies AI advancements in traffic management for safety and efficiency in urban settings, suggesting proactive solutions.

Fayez Alanazi (2025) studied this question.

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