In the dynamic and ever-expanding urban landscapes of today, the efficient and safe movement of traffic is a paramount concern. To address the challenges of modern transportation, Traffic Management Systems (TMS) have emerged as a vital component of Intelligent Transportation Systems (ITS). This integrated approach goes beyond conventional traffic control methods, offering a comprehensive solution for the planning, design, integration, maintenance, and operation of traffic flow within urban areas.