Personal profile
Research interests
My research focuses on the design of high-performance RF power amplifiers and RF design-oriented machine learning technologies.
Research Groups and Themes
- Communication Systems and Networks
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Collaborations and top research areas from the last five years
Research output
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Bidirectional Backscattering-Based Out-of-Band Authentication for IoT Applications
Zhang, D., Huang, Y., Ma, J., Li, H., Beach, M., Oikonomou, G., Durgin, G. & Gu, X., 5 May 2026, (Accepted/In press) 2026 IEEE Wireless Power Technology Conference and Expo (WPTCE). Institute of Electrical and Electronics Engineers (IEEE), (IEEE Wireless Power Technology Conference and Expo).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
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Distributed Retrospective Federated Learning for Microwave Passive Circuit Design
Qiao, L., Ma, J., Dang, S. & Beach, M. A., 8 Jun 2026, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Electromagnetics, Antennas and Propagation. 15 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
Deep Learning-Enabled Rapid Optimization for Microwave Filter Design
Luo, S., Ma, J., Dang, S. & Austin, A. C. M., 13 Feb 2025, 2024 Asia-Pacific Microwave Conference: Microwaves for Sustainable Future, APMC 2024. Institute of Electrical and Electronics Engineers (IEEE), p. 1287-1289 3 p. (Asia-Pacific Conference on Microwave).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile1 Citation (Scopus)59 Downloads (Pure)
Projects
- 2 Finished
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EPSRC-IAA: Collaborative Microwave Circuit Design: Distributed-AI-Enabled EDA Solutions
Dang, S. (Principal Investigator), Ma, J. (Co-Investigator) & Qiao, L. (Researcher)
1/12/25 → 31/03/26
Project: Other
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SWAN (Secure Wireless Agile Networks) EPSRC Prosperity Partnership
Beach, M. A. (Principal Investigator), Sandell, M. (Co-Principal Investigator), Hilton, G. (Co-Investigator), Austin, A. C. M. (Co-Investigator), Armour, S. M. D. (Co-Investigator), Haine, J. L. (Collaborator), Wales, S. W. (Collaborator), Luke, J. (Collaborator), Rogoyski, A. (Collaborator), Zhu, Z. (Collaborator), Watkins, G. T. (Collaborator), Kalokidou, V. (Researcher), Cappello, T. (Co-Investigator), Arabi, E. (Researcher), Nair, M. (Researcher), Ma, J. (Student), Wilson, S. (Student), Ozan, S. H. O. (Student), Prior, R. E. (Administrator), Xenos, E. (Student), Kayal, S. (Student), Chin, W. H. (Co-Principal Investigator) & Morris, K. A. (Co-Investigator)
1/02/20 → 31/01/25
Project: Research, Parent
Thesis
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Efficient Digital Power Amplifier and Learning-Based Microwave Structure Design for Future Wireless Communication Systems
Ma, J. (Author), Beach, M. (Supervisor) & Morris, K. (Supervisor), 18 Jun 2024Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)
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