Babatunji Omoniwa

21 papers B 2Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — conf
Predicting Downlink Retransmissions in 5G Networks Using Deep Learning.
CCNC
Safdar Hussain Bouk, Babatunji Omoniwa, Sachin Shetty
2023 J jnl
Communication-enabled deep reinforcement learning to optimise energy-efficiency in UAV-assisted networks.
Veh. Commun.
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
2023 B conf
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks.
WiMob
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
2023 J jnl
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks.
CoRR
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
2022 J jnl
Communication-Enabled Multi-Agent Decentralised Deep Reinforcement Learning to Optimise Energy-Efficiency in UAV-Assisted Networks.
CoRR
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
2022 — conf
Energy-aware optimization of UAV base stations placement via decentralized multi-agent Q-learning.
CCNC
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
2022 — conf
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points.
ICC
Boris Galkin, Babatunji Omoniwa, Ivana Dusparic
2022 J jnl
Optimising Energy Efficiency in UAV-Assisted Networks using Deep Reinforcement Learning.
CoRR
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
2022 J jnl
Optimizing Energy Efficiency in UAV-Assisted Networks Using Deep Reinforcement Learning.
IEEE Wirel. Commun. Lett.
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
2021 J jnl
A reinforcement learning approach to improve communication performance and energy utilization in fog-based IoT.
CoRR
Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic
2021 J jnl
An Optimal Relay Scheme for Outage Minimization in Fog-based Internet-of-Things (IoT) Networks.
CoRR
Babatunji Omoniwa, Riaz Hussain, Muhammad Adil, Atif Shakeel, Ahmed Kamal Tahir, Qadeer Ul Hasan, Shahzad Ali Malik
2021 J jnl
Energy-aware placement optimization of UAV base stations via decentralized multi-agent Q-learning.
CoRR
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
2021 J jnl
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points.
CoRR
Boris Galkin, Babatunji Omoniwa, Ivana Dusparic
2019 J jnl
An Optimal Relay Scheme for Outage Minimization in Fog-Based Internet-of-Things (IoT) Networks.
IEEE Internet Things J.
Babatunji Omoniwa, Riaz Hussain, Muhammad Adil, Atif Shakeel, Ahmed Kamal Tahir, Qadeer Ul Hasan, Shahzad Ali Malik
2019 B conf
An RL-based Approach to Improve Communication Performance and Energy Utilization in Fog-based IoT.
WiMob
Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic
2019 J jnl
Fog/Edge Computing-Based IoT (FECIoT): Architecture, Applications, and Research Issues.
IEEE Internet Things J.
Babatunji Omoniwa, Riaz Hussain, Muhammad Awais Javed, Safdar Hussain Bouk, Shahzad Ali Malik
2018 J jnl
A novel model for minimizing unnecessary handover in heterogeneous networks.
Turkish J. Electr. Eng. Comput. Sci.
Babatunji Omoniwa, Riaz Hussain, Junaid Ahmed, Adeel Iqbal, Ahmed Murkaz, Qadeer Ul Hasan, Shahzad Ali Malik
2018 J jnl
An intra-inter-cell device-to-device communication scheme to enhance 5G network throughput with delay modeling.
Telecommun. Syst.
Ahmed Murkaz, Riaz Hussain, Junaid Ahmed, Muhammad Adil, Babatunji Omoniwa, Adeel Iqbal
2018 — conf
Differential-Evolution-Earthworm Hybrid Meta-heuristic Optimization Technique for Home Energy Management System in Smart Grid.
IMIS
Nadeem Javaid, Ihtisham Ullah, Syed Shahab Zarin, Mohsin Kamal, Babatunji Omoniwa, Abdul Mateen
2015 J jnl
Outage Minimization Using Bivious Relaying Scheme in Vehicular Delay Tolerant Networks.
Wirel. Pers. Commun.
Safdar Hussain Bouk, Syed Hassan Ahmed, Babatunji Omoniwa, Dongkyun Kim
2014 J jnl
Using Artificial Neural Network Techniques for Prediction of Electric Energy Consumption.
CoRR
Hasan M. H. Owda, Babatunji Omoniwa, Ahmad Raza Shahid, Sheikh Ziauddin