Gain prediction of dual-pump fiber optic parametric amplifier based on artificial neural network

• Main Authors: Tay, K.G., Pakarzadeh, H., Huong, Audrey, Othman, N., Cholan, N. A.
• Format: Article
• Language: English
• Published: Elsevier Science Ltd 2022
• Subjects: TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television
• Online Access: http://eprints.uthm.edu.my/6856/1/J13829_82d8599bed87756cc9a9f18b5efe9cfb.pdf; http://eprints.uthm.edu.my/6856/; https://doi.org/10.1016/j.ijleo.2022.168579

Optimized parameters of dual-pump fiber optic parametric amplifier (FOPA) to give optimized FOPA gain can be obtained through optimization techniques. However, it is complicated to determine the multi-objective functions (gain, bandwidth and flatness), multi decision variables and multiple glo...