Babatunji Omoniwa

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 20

Top Topics

Energy Management

Reinforcement Learning

Energy Efficiency

Top Venues

IEEE Internet Things J.

Publications

Safdar Hussain Bouk, Babatunji Omoniwa, Sachin Shetty
Predicting Downlink Retransmissions in 5G Networks Using Deep Learning. CCNC (2024)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks. WiMob (2023)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks. CoRR (2023)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Communication-enabled deep reinforcement learning to optimise energy-efficiency in UAV-assisted networks. Veh. Commun. 43 (2023)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Communication-Enabled Multi-Agent Decentralised Deep Reinforcement Learning to Optimise Energy-Efficiency in UAV-Assisted Networks. CoRR (2022)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Optimizing Energy Efficiency in UAV-Assisted Networks Using Deep Reinforcement Learning. IEEE Wirel. Commun. Lett. 11 (8) (2022)
Boris Galkin, Babatunji Omoniwa, Ivana Dusparic
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points. ICC (2022)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Energy-aware optimization of UAV base stations placement via decentralized multi-agent Q-learning. CCNC (2022)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Optimising Energy Efficiency in UAV-Assisted Networks using Deep Reinforcement Learning. CoRR (2022)
Boris Galkin, Babatunji Omoniwa, Ivana Dusparic
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points. CoRR (2021)
Babatunji Omoniwa, Riaz Hussain, Muhammad Adil, Atif Shakeel, Ahmed Kamal Tahir, Qadeer Ul Hasan, Shahzad Ali Malik
An Optimal Relay Scheme for Outage Minimization in Fog-based Internet-of-Things (IoT) Networks. CoRR (2021)
Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic
A reinforcement learning approach to improve communication performance and energy utilization in fog-based IoT. CoRR (2021)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Energy-aware placement optimization of UAV base stations via decentralized multi-agent Q-learning. CoRR (2021)
Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic
An RL-based Approach to Improve Communication Performance and Energy Utilization in Fog-based IoT. WiMob (2019)
Babatunji Omoniwa, Riaz Hussain, Muhammad Adil, Atif Shakeel, Ahmed Kamal Tahir, Qadeer Ul Hasan, Shahzad Ali Malik
An Optimal Relay Scheme for Outage Minimization in Fog-Based Internet-of-Things (IoT) Networks. IEEE Internet Things J. 6 (2) (2019)
Babatunji Omoniwa, Riaz Hussain, Muhammad Awais Javed, Safdar Hussain Bouk, Shahzad Ali Malik
Fog/Edge Computing-Based IoT (FECIoT): Architecture, Applications, and Research Issues. IEEE Internet Things J. 6 (3) (2019)
Nadeem Javaid, Ihtisham Ullah, Syed Shahab Zarin, Mohsin Kamal, Babatunji Omoniwa, Abdul Mateen
Differential-Evolution-Earthworm Hybrid Meta-heuristic Optimization Technique for Home Energy Management System in Smart Grid. IMIS (2018)
Ahmed Murkaz, Riaz Hussain, Junaid Ahmed, Muhammad Adil, Babatunji Omoniwa, Adeel Iqbal
An intra-inter-cell device-to-device communication scheme to enhance 5G network throughput with delay modeling. Telecommun. Syst. 69 (4) (2018)
Babatunji Omoniwa, Riaz Hussain, Junaid Ahmed, Adeel Iqbal, Ahmed Murkaz, Qadeer Ul Hasan, Shahzad Ali Malik
A novel model for minimizing unnecessary handover in heterogeneous networks. Turkish J. Electr. Eng. Comput. Sci. 26 (4) (2018)
Safdar Hussain Bouk, Syed Hassan Ahmed, Babatunji Omoniwa, Dongkyun Kim
Outage Minimization Using Bivious Relaying Scheme in Vehicular Delay Tolerant Networks. Wirel. Pers. Commun. 84 (4) (2015)
Hasan M. H. Owda, Babatunji Omoniwa, Ahmad Raza Shahid, Sheikh Ziauddin
Using Artificial Neural Network Techniques for Prediction of Electric Energy Consumption. CoRR (2014)