I. Introduction
Erbium-Doped Fiber Amplifiers (EDFA) are essential devices in modern optical fiber-based transmission systems [1]. They make it possible to re-amplify the optical signal that suffers from power losses when transmitted along with the fiber. Furthermore, the optical amplifier allows the simultaneous amplification of optical signals contained in a wide spectral range, which makes its use efficient in terms of capital cost [1]. Amplifiers are usually used in a chain on an optical link. EDFAs are placed at the end of each fiber span (of approximately 80 km) to overcome the power losses imposed to the signal [1].