This paper presents an innovative emergency response vehicle detection system utilizing transceivers and radio frequency (RF) technology to enhance situational awareness and improve response times in critical situations. The proposed system leverages RF signals transmitted by emergency vehicles to enable real-time detection and tracking of their locations, allowing for better management of traffic and improved safety for both responders and the public. By employing a network of strategically placed transceivers, the system can effectively monitor the surrounding environment and provide alerts to drivers and traffic management systems about the approaching emergency vehicles. The integration of advanced algorithms for signal processing and data analysis ensures high accuracy in vehicle detection, even in complex urban settings. Experimental results demonstrate the system's effectiveness in various scenarios, showcasing its potential to significantly reduce response times and mitigate the challenges faced during emergencies. This research contributes to the development of intelligent transportation systems by providing a reliable solution for emergency vehicle detection, ultimately enhancing public safety and emergency management.