4 citations · 8 across the 5 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
eess.SP2024
A Review on Deep Learning Autoencoder in the Design of Next-Generation Communication Systems
Omar Alnaseri, Laith Alzubaidi, Yassine Himeur +3
Traditional mathematical models used in designing next-generation communication systems often fall short due to inherent simplifications, narrow scope, and computational limitation…
eess.SP2024★ 2 cited
Deep Learning Autoencoders for Reducing PAPR in Coherent Optical Systems
Omar Alnaseri, Ibtesam R. K. Al-Saedi, Yassine Himeur +1
This paper presents an innovative approach to mitigating the peak-to-average power ratio (PAPR). The proposed method uses a deep learning model called autoencoders (AEs) to simplif…