This research describes a technique for detecting the foreign object debris (FOD). foreign object debris (FOD) constitutes a significant and pressing challenge within the aviation industry, presenting a formidable threat to the safety of aviation operations. For ensuring the safety and cleanliness of airport runways is paramount for smooth aviation operations. Detecting and removing foreign object debris (FOD), especially the tiny and hard-to-spot varieties, is vital. An effective system capable of accurately identifying and swiftly removing FOD is necessary for the efficient maintenance of runway safety. There are different types of technologies available to detect foreign object debris. The most efficient method for detecting foreign object debris is millimeter-wave radar technology and it is resistant to weather. Additionally, millimeter-wave radar offers an affordable way to find (FOD) at a frequency of 96 GHz in less than 10 s while integrating with radio over fiber technology. To put it simply, the study emphasizes the necessity for a trustworthy method for identifying various FOD objects.