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Because they allow for the management of traffic flow, the alleviation of congestion, and enhancements to public safety, traffic management systems are gaining prominence in contemporary cities. TMS can aid in lowering fuel consumption and emissions, increasing public safety, and enhancing planning and decision-making by managing traffic flow with real-time data.