OSNR (Optical Signal to Noise Ratio) is a key measure of signal quality in long distance fiber optic communications. OSNR values are expressions of signal degradations caused by ASE (amplified spontaneous emission) noise added by optical components such as amplifiers along the transmission link. In the rapidly evolving landscape of optical communication, Optical Signal-to-Noise Ratio (OSNR) stands as a critical parameter that determines the quality and reliability of data transmission. It is key parameter to estimate performance of Optical Networks. OSNR is important because it suggests.