Browsing by Author "Al-Abbasi, Abubakr"
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A General Framework for Designing Sparse FIR MIMO Equalizers Based on Sparse Approximation
Al-Abbasi, Abubakr Omar; Hamila, Ridha; Bajwa, Waheed; Al-Dhahir, Naofal ( Hamad bin Khalifa University Press (HBKU Press) , 2016 , Conference Paper)In broadband communications, the long channel delay spread, defined as the duration in time, or samples, over which the channel impulse response (CIR) has significant energy, is too long and results in a highly-frequency-selective ... -
Federated Learning for UAV Swarms under Class Imbalance and Power Consumption Constraints
Mrad, Ilyes; Samara, Lutfi; Abdellatif, Alaa Awad; Al-Abbasi, Abubakr; Hamila, Ridha; Erbad, Aiman... more authors ... less authors ( IEEE , 2021 , Conference Paper)The usage of unmanned aerial vehicles (UAVs) in civil and military applications continues to increase due to the numerous advantages that they provide over conventional approaches. Despite the abundance of such advantages, ... -
Federated Learning in NOMA Networks: Convergence, Energy and Fairness-Based Design
Mrad, Ilyes; Samara, Lutfi; Al-Abbasi, Abubakr; Hamila, Ridha; Erbad, Aiman; Kiranyaz, Serkan... more authors ... less authors ( IEEE , 2022 , Conference Paper)Federated Learning (FL) is a collaborative machine learning (ML) approach, where different nodes in a network contribute to learning the model parameters. In addition, FL provides several attractive features such as data ...