Research output per year
Research output per year
Personal profile
Research interests
Online Learning; Wireless Network Optimisation for Energy Efficiency; Game theory and Optimisation for Wireless Networks; Learning from Big Data; Machine Learning for Wireless Resource Allocation under Uncertainty; Cognitive Radio Communications; Signal Processing
Research interests (short)
Online Learning; Wireless Network Optimisation for Energy Efficiency; Game theory and Optimisation for Wireless Networks; Learning from Big Data; Machine Learning for Wireless Resource Allocation under Uncertainty; Cognitive Radio Communications; Signal Processing.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Unified Federated Deep Q Learning Caching Scheme for Scalable Collaborative Edge Networks
Zhao, M. & Nakhai, M., Dec 2024, In: IEEE Transactions on Mobile Computing. 23, 12, p. 10855-10866 12 p., TMC-2023-06-0636.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)63 Downloads (Pure) -
Editorial A Decade of Green Radio and the Path to 'Net Zero': A United Kingdom Perspective
Thompson, J. S., Fletcher, S., Friderikos, V., Gao, Y., Hanzo, L., Reza Nakhai, M., O'Farrell, T. & Wells, P. D., 1 Jun 2022, In: IEEE Transactions on Green Communications and Networking. 6, 2, p. 657-664 8 p.Research output: Contribution to journal › Review article › peer-review
Open Access7 Citations (Scopus) -
Channel Selection and Power Control for D2D Communication via Online Reinforcement Learning
Sun, Z. & Nakhai, M. R., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
5 Citations (Scopus) -
Computation Offloading in Energy Harvesting Powered MEC Network
Sun, Z., Zhao, M. & Nakhai, M. R., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
6 Citations (Scopus) -
Distributed Learning-based Cache Replacement in Collaborative Edge Networks
Sun, Z. & Nakhai, M. R., Aug 2021, In: IEEE COMMUNICATIONS LETTERS. 25, 8, p. 2669-2672 4 p., 9435369.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus)
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THzAir: Native AI Interfaces for 6G (THz-AIr)
Nakhai, M. (Primary Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/07/2024 → 31/03/2025
Project: Research
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Titan Extension Projects
Nakhai, M. (Primary Investigator) & Elgorashi, T. (Co-Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/01/2024 → 31/03/2025
Project: Research
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plaTform drIving The ultImAte coNnectivity (TITAN)
Elgorashi, T. (Primary Investigator) & Nakhai, M. (Co-Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/05/2023 → 30/04/2026
Project: Research
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Distributed Content Caching and Delivery in Proactive Wireless Access Networks
Nakhai, M. (Primary Investigator) & Nallanathan, A. (Co-Investigator)
1/09/2016 → 31/08/2019
Project: Research
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Bridging the Gap Between Computer Cryptography and Physical Layer Security
Nallanathan, A. (Primary Investigator) & Nakhai, M. (Co-Investigator)
1/06/2015 → 31/05/2018
Project: Research
Activities
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IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS (Journal)
Nakhai, M. (Editor)
2015 → …Activity: Publication peer-review and editorial work › Editorial activity
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IEEE International Conference on Communications (ICC 2015)
Nakhai, M. (Member of programme committee)
2015 → …Activity: Participating in or organising an event › Participation in conference
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IEEE Global Communications Conference
Nakhai, M. (Member of programme committee)
2014Activity: Participating in or organising an event › Participation in conference
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IEEE Global Communications Conference
Nakhai, M. (Chair)
2013Activity: Participating in or organising an event › Participation in conference
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IEEE Global Communications Conference
Nakhai, M. (Member of programme committee)
2013Activity: Participating in or organising an event › Participation in conference