15 citations · 38 across the 32 of their papers we have counts for
6 papers · 1 filter
Achievable Rate with Antenna Size Constraint: Shannon meets Chu and Bode
Volodymyr Shyianov, Mohamed Akrout, Faouzi Bellili +2
Using ideas from Chu and Bode/Fano theories, we characterize the maximum achievable rate over the single-input single-output wireless communication channels under a restriction on…
Bilinear Generalized Vector Approximate Message Passing
Mohamed Akrout, Anis Housseini, Faouzi Bellili +1
We introduce the bilinear generalized vector approximate message passing (BiG-VAMP) algorithm which jointly recovers two matrices U and V from their noisy product through a probabi…
Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning
Firas Fredj, Yasser Al-Eryani, Setareh Maghsudi +2
The emergence of new wireless technologies together with the requirement of massive connectivity results in several technical issues such as excessive interference, high computatio…
Multiple Access in Dynamic Cell-Free Networks: Outage Performance and Deep Reinforcement Learning-Based Design
Yasser Al-Eryani, Mohamed Akrout, Ekram Hossain
In future cell-free (or cell-less) wireless networks, a large number of devices in a geographical area will be served simultaneously in non-orthogonal multiple access scenarios by…
Simultaneous Energy Harvesting and Information Transmission in a MIMO Full-Duplex System: A Machine Learning-Based Design
Yasser Al-Eryani, Mohamed Akrout, Ekram Hossain
We propose a multiple-input multiple-output (MIMO)-based full-duplex (FD) scheme that enables wireless devices to simultaneously transmit information and harvest energy using the s…
Machine Ethics: The Creation of a Virtuous Machine
Mohamed Akrout, Robert Steinbauer
Artificial intelligence (AI) was initially developed as an implicit moral agent to solve simple and clearly defined tasks where all options are predictable. However, it is now part…