Federated edge learning with misaligned over-the-air computation

Y Shao, D Gündüz, SC Liew - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
Over-the-air computation (OAC) is a promising technique to realize fast model aggregation
in the uplink of federated edge learning (FEEL). OAC, however, hinges on accurate channel …

Attentioncode: Ultra-reliable feedback codes for short-packet communications

Y Shao, E Ozfatura, AG Perotti… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Ultra-reliable short-packet communication is a major challenge in future wireless networks
with critical applications. To achieve ultra-reliable communications beyond 99.999%, this …

An analysis of two-user uplink asynchronous non-orthogonal multiple access systems

X Zou, B He, H Jafarkhani - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
Recent studies have numerically demonstrated the possible advantages of the
asynchronous non-orthogonal multiple access (ANOMA) over the conventional synchronous …

Partially observable minimum-age scheduling: The greedy policy

Y Shao, Q Cao, SC Liew, H Chen - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper studies the minimum-age scheduling problem in a wireless sensor network
where an access point (AP) monitors the state of an object via a set of sensors. The …

IRS-assisted physical layer network coding over two-way relay fading channels

M AlaaEldin, E Alsusa… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article investigates the performance of intelligent reflective surfaces (IRS)-aided
physical layer network coding (PNC) in two-way relaying channels (TWRC). Specifically, IRS …

Bayesian over-the-air computation

Y Shao, D Gündüz, SC Liew - IEEE Journal on Selected Areas …, 2022 - ieeexplore.ieee.org
As an important piece of the multi-tier computing architecture for future wireless networks,
over-the-air computation (OAC) enables efficient function computation in multiple-access …

Remote state estimation with asynchronous mission-critical IoT sensors

M Tang, S Cai, VKN Lau - IEEE Journal on Selected Areas in …, 2020 - ieeexplore.ieee.org
In this paper, we consider a mission-critical remote state estimation system with
asynchronous massive access of the IoT sensors. We focus on remote state estimation …

Denoising noisy neural networks: A bayesian approach with compensation

Y Shao, SC Liew, D Gündüz - IEEE Transactions on Signal …, 2023 - ieeexplore.ieee.org
Deep neural networks (DNNs) with noisy weights, which we refer to as noisy neural
networks (NoisyNNs), arise from the training and inference of DNNs in the presence of …

Semi-blind joint timing-offset and channel estimation for amplify-and-forward two-way relaying

S Abdallah, M Saad, K Alnajjar… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we consider the problem of joint timing-offset and channel estimation for
amplify-and-forward (AF) two-way relay networks (TWRNs). This problem is solved for …

Dynamic gNodeB Sleep Control for Energy-Conserving Radio Access Network

P Shen, Y Shao, Q Cao, L Lu - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
5G radio access network (RAN) is consuming much more energy than legacy RAN due to
the denser deployments of gNodeBs (gNBs) and higher single-gNB power consumption. In …