Publications & Research Output
Over 360 Google Scholar citations as of March 2026. Full list: Google Scholar profile.
Open-Source Engineering Output
climatehealth (R package, CRAN)
- Lead maintainer, platform developer, and corresponding author.
- Implements six climate-health indicators endorsed by the United Nations Statistical Commission (57th session, New York, March 2026) for the Global Set of Environment and Climate Change Statistics.
- Methods: distributed lag non-linear models (DLNM), quasi-Poisson time-series regression, case-crossover analysis, Bayesian spatio-temporal models (INLA), and multivariate meta-analysis.
- URL: https://climate-health.officialstatistics.org
Selected Peer-Reviewed Publications
Journal Papers
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K. G. Omeke et al., “Towards a Sustainable Internet-of-Underwater-Things based on AUVs, SWIPT and Reinforcement Learning,” IEEE Internet of Things Journal, vol. 11, no. 5, pp. 7640–7651, 2024.
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K. G. Omeke et al., “DEKCS: A Dynamic Clustering Protocol to Prolong Underwater Sensor Networks,” IEEE Sensors Journal, vol. 21, no. 7, pp. 9457–9464, 2021. (106+ Google Scholar citations; one of the most downloaded papers in its category.)
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K. G. Omeke et al., “How Reinforcement Learning is Helping to Solve Internet-of-Underwater-Things Problems,” IEEE Internet of Things Magazine, vol. 5, no. 4, pp. 24–29, 2022.
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A. I. Abubakar, K. G. Omeke et al., “A Survey on Energy Optimization Techniques in UAV-Based Cellular Networks: From Conventional to Machine Learning Approaches,” Drones (MDPI), vol. 7, no. 3, art. 214, 2023.
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A. I. Abubakar, K. G. Omeke et al., “The Role of Artificial Intelligence Driven 5G Networks in COVID-19 Outbreak: Opportunities, Challenges and Future Outlook,” Frontiers in Communications and Networks, vol. 1, art. 575065, 2020.
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E. Tshukudu, S. Olaosebikan, K. G. Omeke et al., “Broadening Participation in Computing: Experiences of an Online Programming Workshop for African Students,” ACM ITiCSE, pp. 393–399, 2022.
Conference Papers
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K. G. Omeke et al., “Dynamic Clustering and Data Aggregation for the Internet-of-Underwater-Things Networks,” CICN, Al-Khobar, Saudi Arabia, pp. 322–328, 2022.
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K. G. Omeke et al., “Energy Optimisation through Path Selection for Underwater Wireless Sensor Networks,” IEEE UCET, 2020.
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K. G. Omeke et al., “A Q-Learning-based Route Selection Scheme for the Internet-of-Underwater Things,” IEEE WCNC.
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K. G. Omeke et al., “Characterization of RF Signals in Different Types of Water,” IET Antennas and Propagation Conference, Birmingham, 2019.
Doctoral Thesis
- K. G. Omeke, “Cognitive Networking for the Internet of Underwater Things,” PhD Thesis, University of Glasgow, 2023. DOI: 10.5525/gla.thesis.83522
Major Manuscripts Under Review
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“Machine Learning Across the IoUT Protocol Stack: A Survey and Tutorial on Techniques, Deployments, and Open Challenges,” under revision at IEEE Communications Surveys and Tutorials. (First author.)
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“Coverage-Aware Hierarchical Federated Anomaly Detection for the Internet of Underwater Things,” under review at IEEE Internet of Things Journal. (First author.)
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“From Pixels to Semantic Telemetry: Joint Semantic Communication and Visual-Anchor Navigation for IoUT AUV Missions,” under review at IEEE Journal of Oceanic Engineering. (First author.)
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“Multi-Sensor IoT Fusion for Mould Risk Forecasting in Social Housing,” under review at IEEE Internet of Things Journal. (First author.)
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“Multi-Signal IoT Anomaly Detection for Non-Intrusive Welfare Monitoring of Lone Elderly Residents,” under review at IEEE Journal of Biomedical and Health Informatics. (First author.)
Invited Talks & Conference Presentations
- Invited Speaker, IEEE Sensors Conference, Dallas, 2022 — following recognition of the DEKCS paper as one of the most downloaded in its category.
- Multiple international conference presentations across IEEE WCNC, CICN, UCET, and IET venues.