Research

Research Interests

My research aims to develop AI-native wireless systems for 6G and beyond that are reliable, secure, energy-efficient, and capable of supporting future digital infrastructure with broad societal and economic impact. I work at the intersection of information theory, estimation theory, statistical signal processing, optimization, and machine learning to understand the fundamental trade-offs between reliability, latency, security, sensing, and environmental awareness in emerging networks. My goal is to bridge rigorous model-based design with data-driven intelligence, enabling wireless systems that can adapt to complex environments, resist adversarial disruption, and support high-impact applications such as autonomous systems, smart cities, critical infrastructure, remote connectivity, and next-generation mobile services. Current directions include integrated sensing and communications, reconfigurable intelligent surfaces, non-terrestrial networks, finite-blocklength secure communications, and learning-driven network control using reinforcement learning, generative models, and foundation-model-based approaches.

AI-Native Wireless Systems Learning-Driven Network Control Generative Models for Wireless Systems Non-Terrestrial Networks (UAV / Satellite) Integrated Sensing & Communications (ISAC) Reconfigurable Intelligent Surfaces (RIS) Physical-Layer Security & Privacy Machine-Type Communications & URLLC

Research Projects

Integrated Sensing and Communications for 6G

2025–Present

A research program developing physical-layer security solutions for Integrated Sensing and Communications (ISAC) systems, using Stackelberg game theory and deep reinforcement learning to protect dual-function base stations against intelligent mobile adversaries.

ISAC Physical-Layer Security Stackelberg Game Theory Deep Reinforcement Learning Mobile Adversary Modeling

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Physical-Layer Security for Wireless Machine-Type Communications

2023–2025

An ARC-funded project developing new theoretical frameworks and transmission designs to secure wireless IoT and machine-type communications in the finite blocklength regime — the critical operating mode for 6G networks where short packets and strict latency constraints invalidate classical security results.

Physical-Layer Security Information-Theoretic Security Finite Blocklength Communications Secure Short-Packet Transmission Wireless Communications

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Safeguarding Wireless UAV Communications

2019–2022

A PhD research program designing and optimizing physical-layer security frameworks for UAV-assisted wireless networks, combining convex optimization and deep reinforcement learning to achieve secure, energy-efficient aerial communications in beyond-5G systems.

Physical-Layer Security UAV Trajectory Optimization Covert Communications Terahertz Communications Intelligent Reflecting Surfaces

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Wireless-Powered Untrusted Relaying Networks

2016–2021

An early-career research program on physical-layer security for two-way relay networks where the forwarding node is inherently untrusted, exploiting cooperative jamming and wireless energy harvesting to achieve information-theoretic security without additional power infrastructure.

Physical-Layer Security Untrusted AF Relaying Two-Way Relay Networks Cooperative Jamming Wireless Energy Harvesting

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Publications

696
Citations
13
h-index
17
Publications
145
Peer Reviews

Source: Google Scholar · updated 2026-10-05

Journal Articles

[J11] Performance analysis of finite blocklength transmissions over wiretap fading channels: An average information leakage perspective

Published in IEEE Transactions on Wireless Communications, 2024

M. Tatar Mamaghani, X. Zhou, N. Yang, A. L. Swindlehurst, and H. V. Poor, "Performance analysis of finite blocklength transmissions over wiretap fading channels: An average information leakage perspective," IEEE Trans. Wireless Commun., vol. 23, no. 10, pp. 13252–13266, Oct. 2024.

Under Review

[S2] Robust Beamforming Design for Secure Uplink NOMA-ISAC

Submitted to IEEE Transactions on Wireless Communications, 2026

A. Tabeshnezhad, M. Tatar Mamaghani, A. L. Swindlehurst, T. Svensson, and E. Ström, "Robust Beamforming Design for Secure Uplink NOMA-ISAC," arXiv preprint arXiv:2606.17306, Jun. 2026.

Conference Papers

Talks & Presentations

[T5] On the Average Information Leakage of Finite Blocklength Transmissions over Rayleigh Fading Channels

 June 2024  ·  Conference presentation  ·  2024 IEEE International Conference on Communications (ICC), Denver, CO, USA

[T4] On the Secrecy Performance of Finite Blocklength Communications over Fading Channels

 February 2024  ·  Workshop poster presentation  ·  21st Australian Communications Theory Workshop (AusCTW), Melbourne, Australia

[T3] Secure Short-Packet Transmission with Aerial Relaying: Blocklength and Trajectory Co-Design

 December 2023  ·  Conference presentation  ·  2023 IEEE Global Communications Conference (GLOBECOM), Kuala Lumpur, Malaysia

[T2] Safeguarding Beyond-5G Wireless Communications with Unmanned Aerial Vehicles: Design and Optimization

 February 2022  ·  Thesis defense seminar  ·  ECSE Department, Monash University, Melbourne, Australia

[T1] Secure Two-Way Communication via a Wireless-Powered Untrusted Relay and Friendly Jammer

 December 2017  ·  Conference presentation  ·  2017 IEEE Global Communications Conference (GLOBECOM), Singapore

Research Network

Associate Professor
Xiangyun Zhou
Australian National University · Australia
Distinguished Professor
A. Lee Swindlehurst
University of California, Irvine · USA
Professor
Nan Yang
Australian National University · Australia
Associate Professor
Yi Hong
Monash University · Australia
Michael Henry Strater University Professor
H. Vincent Poor
Princeton University · USA
Professor & Chair
Kai-Kit Wong
University College London · UK
Professor
Abbas Mohammadi
Amirkabir University of Technology · Iran
Assistant Professor
Ali Kuhestani
Qom University of Technology · Iran
Senior Lecturer
Phil Yeoh
University of the Sunshine Coast · Australia