Distributed Fiber Optic Sensing (DFOS) systems provide critical asset monitoring by utilizing standard fiber optic cables as sensors. Compared with conventional sensing technologies, FOS demonstrates superior capabilities in. Fiber-optic sensing (FOS) technology has emerged as a cutting-edge research focus in the sensor field due to its miniaturized structure, high sensitivity, and remarkable electromagnetic interference immunity.