Towards a Smarter Solution for Reducing Road Traffic Accidents in Dubai

摘要

Traffic accidents have become very important to society as a global issue. Not only do injuries lead to financial damage, but they can end in life-threats. Several people have been killed in fatal accidents in many ways. It is predicted that in the next five years there will be more cars on the road. Accidents will also increase as the number of vehicles on the road increases. Traffic accidents are becoming more prevalent, and a safer way to avoid them is to be sought. Dubai, like every other state, often faces accident and road congestion problems. The Smart City initiative in Dubai was designed to help urban residents to experience their daily life through software. Improvements in traffic networks are also significant. Forecasting incidents can minimise the pattern of triggering reasons/activities. This is why a logistic regression method has been built in this paper to forecast injuries. To order to evaluate dangerous and fatal accidents to Dubai, the logistic model was used. Besides, V2X was proposed as a solution to reduce fatal crashes in Dubai at the end of this article. However, it has also been mentioned how this method can be used in Dubai to prevent accidents.