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ORCIDOmoniwa Babatunji
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- affiliation: COMSATS Institute of Information Technology, Islamabad, Pakistan
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2020 – today
- 2024
[c6]Safdar Hussain Bouk, Babatunji Omoniwa, Sachin Shetty:
Predicting Downlink Retransmissions in 5G Networks Using Deep Learning. CCNC 2024: 1056-1057- 2023
- [j7]Babatunji Omoniwa
, Boris Galkin, Ivana Dusparic:
Communication-enabled deep reinforcement learning to optimise energy-efficiency in UAV-assisted networks. Veh. Commun. 43: 100640 (2023) - [c5]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks. WiMob 2023: 267-273 - [i10]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks. CoRR abs/2306.08785 (2023) - 2022
- [j6]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Optimizing Energy Efficiency in UAV-Assisted Networks Using Deep Reinforcement Learning. IEEE Wirel. Commun. Lett. 11(8): 1590-1594 (2022) - [c4]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Energy-aware optimization of UAV base stations placement via decentralized multi-agent Q-learning. CCNC 2022: 216-222 - [c3]Boris Galkin, Babatunji Omoniwa, Ivana Dusparic:
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points. ICC 2022: 1-6 - [i9]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Optimising Energy Efficiency in UAV-Assisted Networks using Deep Reinforcement Learning. CoRR abs/2204.01597 (2022) - [i8]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Communication-Enabled Multi-Agent Decentralised Deep Reinforcement Learning to Optimise Energy-Efficiency in UAV-Assisted Networks. CoRR abs/2210.00041 (2022) - 2021
- [i7]Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic:
A reinforcement learning approach to improve communication performance and energy utilization in fog-based IoT. CoRR abs/2106.00654 (2021) - [i6]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Energy-aware placement optimization of UAV base stations via decentralized multi-agent Q-learning. CoRR abs/2106.00845 (2021) - [i5]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 abs/2106.00846 (2021) - [i4]Boris Galkin, Babatunji Omoniwa, Ivana Dusparic:
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points. CoRR abs/2111.02258 (2021)
2010 – 2019
- 2019
- [j5]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): 3044-3054 (2019) - [j4]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): 4118-4149 (2019) - [c2]Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic:
An RL-based Approach to Improve Communication Performance and Energy Utilization in Fog-based IoT. WiMob 2019: 324-329 - 2018
- [j3]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): 1771-1782 (2018) - [j2]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): 461-475 (2018) - [c1]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: 15-31 - 2015
- [j1]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): 2679-2692 (2015) - 2014
- [i3]Omoniwa Babatunji:
Considering Fading Effects for Vertical Handover in Heterogenous Wireless Networks. CoRR abs/1412.2161 (2014) - [i2]Omoniwa Babatunji, Riaz Hussain:
Dwell Time Prediction Model for Minimizing Unnecessary Handovers in Heterogenous Wireless Networks, Considering Amoebic Shaped Coverage Region. CoRR abs/1412.2181 (2014) - [i1]Hasan M. H. Owda, Babatunji Omoniwa, Ahmad Raza Shahid, Sheikh Ziauddin:
Using Artificial Neural Network Techniques for Prediction of Electric Energy Consumption. CoRR abs/1412.2186 (2014)
Coauthor Index
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