Priyanka Deshmukh

AI-driven physical-layer fault monitoring and diagnosis in optical fiber communication networks

Abstract The rapid evolution of optical fiber communication networks has significantly increased the demand for intelligent and automated fault monitoring at the physical layer. Traditional methods often struggle to provide timely and accurate diagnosis under dynamic network conditions. To overcome these limitations, t...