Sample content image, right-aligned with border He is Professor of Wireless Communications and the Founding Head of Communication Systems Research (CSR) Group in the  School of Electronic Engineering and Computer Science at Queen Mary University of London (QMUL) from September 2017. He was with the Department of Informatics at King's College London from December 2007 to August 2017, where he was Professor of Wireless Communications from April 2013 to August 2017. He was an Assistant Professor in the Department of Electrical and Computer Engineering, National University of Singapore from August 2000 to December 2007. More information at Google Scholar and Web of Science.

Research Interests

  • Technologies for 6G Wireless Networks
  • Artificial Intelligence for Wireless Systems
  • Internet of Things (IoT)


    • Honors and Awards

  • Listed among the Top 15 Electrical and Electronic Engineering Scientists in the U.K, 2024
  • Web of Science Highly Cited Researcher, 2023, News
  • Listed among the Top 20 Electrical and Electronic Engineering Scientists in the U.K, 2023
  • Listed among the Top 50 Global Artificial Intelligence Scholars, 2023
  • Web of Science Highly Cited Researcher, 2022, News
  • IEEE Communications Society Leonard G. Abraham Prize, 2022
  • Listed among the Top 20 Electrical and Electronic Engineering Scientists in the U.K, 2022
  • Awarded Charted Engineer (CEng), 2022
  • AAIA Fellow, 2021
  • IEEE Fellow, Class of 2017
  • IET Fellow
  • Web of Science Highly Cited Researcher, 2016, News
  • IEEE Distinguished Lecturer, Communications Society (2020-2023)
  • IEEE Distinguished Speaker, Vehicular Technology Society(2014-2024)
  • Best Paper Award, IEEE Vehicular Technology Conference 2018 (VTC’2018)
  • Best Paper Award, IEEE Global Communications Conference 2017 (GLOBECOM’2017)
  • Best Paper Award, IEEE International Conference on Communications 2016 (ICC’2016)
  • Best of IEEE Global Communications Conference 2014 (GLOBECOM’2014)
  • Guest Editor, IEEE Journal on Selected Areas in Communications (2021,2022)
  • Senior Editor, IEEE Wireless Communications Letters (from 2020)
  • Editor, IEEE Transactions on Communications (2011-2022)
  • Editor, IEEE Signal Processing Letters (2009-2013)
  • Editor, IEEE Transactions on Vehicular Technology (2006-2017)
  • Editor, IEEE Transactions on Wireless Communications (2006-2011)


    • To Prospective Students

    I am looking for self-motivated students who want to pursue a Ph.D degree in [Electronic Engineering and Computer science]. If you have solid background in wireless communications with good mathematical skills, please contact me. More information on the application process and funding opportunities are available here [PhD recruitment].
  • CSC scholarship for Chinese students [More information]
  • HEC scholarship for Pakistani Students [More information]



    • All IEEE publications: “© IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.”

    Most Recent Journal Publications

      Sensing and Semantic Communication

    1. M. Liu, M. Yang, F. Wei, H. Li, Z. Zhang, A. Nallanathan and L. Hanzo, ‘A Non-orthogonal Uplink/Downlink IoT Solution for Next-generation ISAC Systems', to appear in IEEE Internet of Things Journal, 2023 [pdf].
    2. H. Zhang, X. Liu, K. Long, A. Nallanathan and V.C.M Leung, ‘Distributed Unsupervised Learning for Interference Management in Integrated Sensing and Communication Systems', to appear in IEEE Transactions on Wireless Communications, 2023 [pdf].
    3. H. Zhang, H. Wang, Y. Li, K. Long and A. Nallanathan, ‘DRL-driven Dynamic Resource Allocation for Task-Oriented Semantic Communication', IEEE Transactions on Communications, Vol. 71, No. 7, pp. 3992-4004, July 2023 [pdf].
    4. K. Wang, D. Niyato, W. Chen and A. Nallanathan, 'Task-Oriented Delay-Aware Multi-Tier Computing in Cell-free Massive MIMO Systems', IEEE Journal on Selected Areas in Communications, Vol 41, No. 7, pp. 2000-2012, July 2023 [pdf].
    5. M. Liu, M. Yang, Z. Zhang, H. Li, F. Liu, A. Nallanathan and L. Hanzo, ‘Sensing-Communication Coexistence vs. Integration', IEEE Transactions on Vehicular Technology , Vol. 72, No. 6, pp. 8158-8163, June 2023 [pdf].
    6. M. Liu, M. Yang, H. Li, K. Zeng, Z. Zhang, A. Nallanathan, G. Wang and L. Hanzo, ‘Performance Analysis and Power Allocation for Cooperative ISAC Networks', IEEE Internet of Things Journal, Vol. 10, No. 7, pp. 6336-6351, April 2023 [pdf].

      7. Machine Learning for Wireless Communications

    7. X. Liu, Y. Deng, A. Nallanathan and M. Bennis, ‘Federated Learning and Meta Learning: Approaches, Applications and Directions', to appear in IEEE Communications Surveys and Tutorials, 2023 [pdf].
    8. X. Liu, S. Wang, Y. Deng and A. Nallanathan, ‘Adaptive Federated Pruning in Hierarchical Wireless Networks', to appear in IEEE Transactions on Wireless Communications, 2023 [pdf].
    9. C. Ren, Z. He, Y. Li, D. Cao, H. Zhang and A. Nallanathan, ‘Priority Aggregation Network with Integrated Computation and Sensation for Ultra Dense Artificial Intelligence of Things', to appear in IEEE Wireless Communications Letters, 2023 [pdf].
    10. Z. Chen, W. Yi and A. Nallanathan, ‘Exploring Representativity in Device Scheduling for Wireless Federated Learning', to appear in IEEE Transactions on Wireless Communications, 2023 [pdf].
    11. L. Burhanuddin, X. Liu, Y. Deng, M. Elkashlan and A. Nallanathan, ‘Inter-cell Interference Mitigation for Cellular Connected UAVs using MOSDS-DQN', to appear in IEEE Transactions on Cognitive Communications and Networking , 2023 [pdf].
    12. L. He, L. Fan, X. Lei, X. Tang, P. Fan and A. Nallanathan, ‘Learning-based MIMO Detection with Dynamic Spatial Modulation', to appear in IEEE Transactions on Cognitive Communications and Networking, 2023 [pdf].
    13. L. Zhang, Y. Wu, L. Chen, L. Fan and A. Nallanathan, ‘Scoring Aided Federated Learning on Long-tailed Data for Wireless IoMT based Healthcare System', to appear in IEEE Journal of Biomedical and Health Informatics , 2023 [pdf].
    14. S. Tang, L. Chen, K. He, J. Xia, L. Fan and A. Nallanathan, ‘Computational Intelligence and Deep Learning for Next-Generation Edge-Enabled Industrial IoT',IEEE Transactions on Network Science and Engineering , Vol. 10, No. 5, pp. 2881-2893, September 2023 [pdf].
    15. A. Alajmi, W. Ahsan, M. Fayaz and A. Nallanathan, ‘Intelligent Resource Allocation in Backscatter-NOMA Networks: A Soft Actor Critic Framework', IEEE Transactions on Vehicular Technology , Vol. 72, No. 8, pp. 10119-10132, Aug 2023 [pdf].
    16. H. Wang, H. Zhang, X. Liu, K. Long and A. Nallanathan, ‘Joint UAV Placement Optimization, Resource Allocation, and Computation Offloading for THz Band: A DRL Approach', IEEE Transactions on Wireless Communications , Vol. 22, No. 7, pp. 4890-4900, July 2023 [pdf].
    17. Y. Liu, H. Zhou, Y. Deng and A. Nallanathan, 'Channel Access Optimization in Unlicensed Spectrum for Downlink URLLC: Centralized and Federated Approaches', IEEE Journal on Selected Areas in Communications, Vol. 41, No. 7, pp. 2208-2222, July 2023 [pdf].
    18. Z. Chen, W. Yi, Y. Liu and A. Nallanathan, ‘Knowledge-aided Federated Learning for Energy-limited Wireless Networks', IEEE Transactions on Communications, Vol. 71, No. 6, pp. 3368-3386, June 2023 [pdf].
    19. L. Chen, L. Fan, X. Lei, T.Q Duong, A. Nallanathan and G.K Karagiannidis, ‘Relay-Assisted Federated Edge Learning: Performance Analysis and System Optimization', IEEE Transactions on Communications, Vol. 71, N0, 7, pp. 3387-3401, June 2023 [pdf].
    20. W. Lu, Y. Mo, Y. Feng, Y. Gao, N. Zhao, Y. Wu and A. Nallanathan, ‘Secure Transmission for Multi-UAV-Assisted Mobile Edge Computing Based on Reinforcement Learning', IEEE Transactions on Network Science and Engineering , Vol. 10, No. 3, pp. 1270-1282, May 2023 [pdf].
    21. Y. Liu, Y. Deng, A. Nallanathan and Y. Juan, ‘Machine Learning for 6G Enhanced Ultra-Reliable and Low-Latency Services', IEEE Wireless Communications , Vol. 30, No. 2, pp. 48-54, April 2023 [pdf].
    22. W. Shen, Z. Qin and A. Nallanathan, ‘Deep Learning for Super-Resolution Channel Estimation in Reconfigurable Intelligent Surface Aided Systems', IEEE Transactions on Communications, Vol. 71, No. 3, pp. 1491-1503, March 2023 [pdf].
    23. Y. Liu, Y. Deng, H. Zhou, M. Elkashlan and A. Nallanathan, ‘Deep Reinforcement Learning-based Grant-Free NOMA Optimization for mURLLC', IEEE Transactions on Communications, Vol. 71, No. 3, pp. 1475-1490, March 2023 [pdf].
    24. Y. Ding, Y. Feng, W. Lu, S. Zheng, N. Zhao, L. Meng, A. Nallanathan and X. Yang, 'Online Edge Learning Offloading and Resource Management for UAV-Assisted MEC Secure Communications', IEEE Journal of Selected Topics in Signal Processing, Vol. 17, No. 1, pp. 54-65, January 2023 [pdf].

      25. Intelligent Reflecting Surface (IRS) Enabled Communications

    25. S. Lv, X. Xu, S. Han, Y. Liu, P. Zhang and A. Nallanathan, ‘STAR-RIS Enhanced Finite Blocklength Transmission for Uplink NOMA Networks', to appear in IEEE Transactions on Communications, 2023 [pdf].
    26. Z. Li, Q. Lin, Y-C. Wu, D.W.K. Ng and A. Nallanathan, ‘Enhancing Physical Layer Security with RIS under Multi-Antenna Eavesdroppers and Spatially Correlated Channel Uncertainties', to appear in IEEE Transactions on Communications, 2023 [pdf].
    27. Z. Xie, Y. Liu, W. Yi, X. Wu and A. Nallanathan, ‘Physical Layer Security for STAR-RIS-NOMA: A Stochastic Geometry Approach', to appear in IEEE Transactions on Wireless Communications, 2023 [pdf].
    28. Y. Omid, S.M Shahabi, C. Pan, Y. Deng and A. Nallanathan, ‘Robust Beamforming Design for an IRS-Aided NOMA Communication System with Channel Uncertainty', to appear in IEEE Transactions on Wireless Communications, 2023 [pdf].
    29. C. Zhang, C. Qi and A. Nallanathan, ‘Fast Multibeam Training for RIS-Assisted Millimeter Wave Massive MIMO', to appear in IEEE Communications Letters, 2023 [pdf].
    30. Z. Xie, Y. Liu, J. Xu, X. Wu and A. Nallanathan, ‘Performance Analysis for Near-Field MIMO: Discrete and Continuous Aperture Antennas', to appear in IEEE Wireless Communications Letters, 2023 [pdf].
    31. T. Wang, X. Pang, M. Liu, N. Zhao, A. Nallanathan and X. Wang, ‘Offline-Online Design for Energy-Efficient IRS-Aided UAV Communications', to appear in IEEE Transactions on Vehicular Technology, 2023 [pdf].
    32. Y. Gao, C. Lu, Y. Lian, X. Li, G. Chen, D.B da Costa and A. Nallanathan, ‘QoS-Aware Resource Allocation of RIS-Aided Multi-user MISO Wireless Communications', to appear in IEEE Transactions on Vehicular Technology , 2023 [pdf].
    33. L. Chai, L. Bai, T. Bai, J. Shi and A. Nallanathan, ‘Secure RIS-Aided MISO-NOMA System Design in the Presence of Active Eavesdropping', IEEE Internet of Things Journal, Vol. 10, No. 22, pp. 19479-19494, November 2023 [pdf].
    34. J. Bao, Y. Cao, B. Li, N. Zhao, Y. Li and A. Nallanathan, ‘Secrecy Energy Efficiency for Distributed-IRSs Assisted Uplink Networks', IEEE Transactions on Vehicular Technology , Vol. 72, No. 10, pp. 13712-13717, October 2023 [pdf].
    35. Y. Su, X. Pang, W. Lu, N. Zhao, X. Wang and A. Nallanathan, ‘Joint Location and Beamforming Optimization for STAR-RIS Aided NOMA-UAV Networks', IEEE Transactions on Vehicular Technology , Vol. 72, No. 8, pp. 11023-11028, Aug 2023 [pdf].
    36. Z. Han, X. Yue, B. Dai, R. Liu and A. Nallanathan, ‘Reconfigurable Intelligent Surface Assisted Unified NOMA Framework', IEEE Transactions on Vehicular Technology , Vol. 72, No. 8, pp. 10617-10632, Aug 2023 [pdf].
    37. S. Lv, Y. Liu, X. Xu and A. Nallanathan, ‘Security Enhancement for STARS with An Untrusted User', IEEE Wireless Communications Letters, Vol. 12, No. 9, pp. 1489-1493, September 2023 [pdf].
    38. C. Zhao, X. Pang, W. Lu, Y. Chen, N. Zhao and A. Nallanathan, ‘Energy Efficiency Optimization of IRS-Assisted UAV Networks Based on Statistical Channels', to appear in IEEE Wireless Communications Letters, Vol. 12, No. 8, pp. 1419-1423, August 2023 [pdf].
    39. W. Wei, X. Pang, J. Tang, N. Zhao, X. Wang and A. Nallanathan, ‘Secure Transmission Design for Aerial IRS Assisted Wireless Networks', IEEE Transactions on Communications, Vol. 71, No. 6, pp. 3528-3540, June 2023 [pdf].
    40. Z. Xie, X. Li, M. Zeng, D. Deng, J. Zhang, S. Mumtaz and A. Nallanathan, ‘Resource Allocation for Double IRSs Assisted Wireless Powered NOMA Networks', IEEE Wireless Communications Letters, Vol.12, No.5, pp. 823-827, May 2023 [pdf].

      41. UAV Enabled Communications

    41. F. Lu, G. Liu, W. Lu, Y. Gao, J. Cao, N. Zhao and A. Nallanathan, ‘Resource and Trajectory Optimization for UAV-Relay-Assisted Secure Maritime MEC', to appear in IEEE Transactions on Communications, 2023 [pdf].
    42. X. Li, M. Zhang, H. Chen, C. Han, L. Li, D.T Do, S. Mumtaz and A. Nallanathan, ‘UAV-enabled Multi-pair Massive MIMO-NOMA Relay Systems with Low-Resolution ADCs/DACs', to appear in IEEE Transactions on Vehicular Technology, 2023 [pdf].
    43. D. Deng, S. Dang, X. Li, D.W.K. Ng and A. Nallanathan, ‘Joint Optimization for Covert Communications in UAV-Assisted NOMA Networks', to appear in IEEE Transactions on Vehicular Technology, 2023 [pdf].
    44. H. Lu, Z. Shi, N. Zhao, A. Nallanathan and X. Wang, ‘Secrecy analysis of Control Information for UAV', to appear in IEEE Transactions on Vehicular Technology , 2023 [pdf].
    45. X. Xu, Y. Xu, L. Suo, W. Zhou, G. Yu and A. Nallanathan, ‘UAV-served Energy Harvesting-enabled M2M Networks for Green Industry-A Perspective of Energy Efficient Resource Management Scheme', IEEE Transactions on Green Communications and Networking, Vol. 7, No. 4, pp. 1877-1891, December 2023 [pdf].
    46. M. Deng, Z. Yao, X. Li, H. Wang, A. Nallanathan and Z. Zhang, 'Dynamic Multi-Objective AWPSO in DT-Assisted UAV Cooperative Task Assignment', IEEE Journal on Selected Areas in Communications, Vol. 41, No.11, pp. 3444-3460, November 2023 [pdf].
    47. X. Xu, Y. Xu, W. Zhou and A. Nallanathan, ‘Energy Efficient Resource Allocation for UAV-served Energy Harvesting Supported Cognitive Industrial M2M Networks', IEEE Wireless Communications Letters, Vol 12, No. 8, pp. 1454-1458, August 2023 [pdf].
    48. W. Zhou, L. Fan, F. Zhou, F. Li, X. Lei, W. Xu and A. Nallanathan, ‘Priority-Aware Resource Scheduling for UAV-Mounted Mobile Edge Computing Networks', IEEE Transactions on Vehicular Technology , Vol. 72, No. 7, pp. 9682-9687, July 2023 [pdf].

      49. Next Generation Multiple Access (NGMA)

    49. Z. Xie, W. Yi, X. Wu, Y.Liu and A. Nallanathan, ‘Is the Envelope Benefitial to Non-Orthogonal Multiple Access', to appear in IEEE Transactions on Communications, 2023 [pdf].
    50. Y. Chen, H. Lu, L. Qin, Y. Deng, and A. Nallanathan, ‘When xURLLC Meets NOMA: A Stochastic Network Calculus Perspective', to appear in IEEE Communications Magazine, 2023 [pdf].
    51. X. Gao, X. Li, C. Han, H. Liu, S. Mumtaz and A. Nallanathan, ‘Rate-Splitting Multiple Access-based Cognitive Radio Network with ipSIC and CEEs', to appear in IEEE Transactions on Vehicular Technology , 2023 [pdf].
    52. D. Bepari, S. Mondal, A. Chandra,R. Shukla, Y. Liu, M. Guizani and A. Nallanathan, ‘A Survey on Applications of Cache-Aided NOMA', IEEE Communications Surveys and Tutorials, Vol. 25, No. 3, pp. 1571-1603, August 2023 [pdf].
    53. A. Alajmi, M. Fayaz, W. Ahsan and A. Nallanathan, ‘Semi-Centralized Optimization for Energy Efficiency in IoT Networks with NOMA', IEEE Wireless Communications Letters , Vol. 12, No. 2, pp. 366-370, February 2023 [pdf].

      54. Other Emerging Technologies

    54. X. Wang, H. Zhang, H. Yang, Y.Tian, C. Zhu and A. Nallanathan, ‘A Non-Orthogonal Cross-Tier Joint Transmission Design for Clustered ABS-Assisted Networks', to appear in IEEE Transactions on Wireless Communications, 2023 [pdf].
    55. C. Qi, J. Hu, Y. Du and A. Nallanathan, ‘Multiuser Beamforming for Partially-Connected Millimeter Wave Massive MIMO', to appear in IEEE Transactions on Vehicular Technology, 2023 [pdf].
    56. X. Xie, T. Bai, W. Guo, Z. Wang and A. Nallanathan, ‘Cooperative Computing for Mobile Crowdsensing: Design and Optimization', to appear in IEEE Transactions on Mobile Computing, 2023 [pdf].
    57. K. Guo, H. Shuai, X. Li, L. Yang, T.A. Tsiftsis, A. Nallanathan and M. Wu, ‘Two-Way Satellite-HAP-Terrestrial Networks with Non-Orthogonal Multiple Access', to appear in IEEE Transactions on Vehicular Technology , 2023 [pdf].
    58. G. Huang, S. Chen, Y. Ding, X. Li, A. Nallanathan and S. Mumtaz, ‘Security-Enhanced Directional Modulation Symbol Synthesis using High Efficiency Time-Modulated Arrays', to appear in IEEE Transactions on Vehicular Technology , 2023 [pdf].
    59. Z. Song, H. Zhang, S. Fuller, A. Lambert, Z. Ying, P. Mähönen, Y. Eldar, S. Cui, M.D Plumbley, C. Parini, A. Nallanathan and Y. Gao, ‘Numerical Evaluation of Sub-Nyquist Spectrum Reconstruction Methods', to appear in Frontier of Computer Science, 2023 [pdf].
    60. H. Zhou, Y. Deng and A. Nallanathan, ‘Novel Listen-Before-Talk Access Scheme with Adaptive Backoff Procedure for Uplink Centric Broadband Communication', IEEE Internet of Things Journal, Vol. 10, No. 22, pp. 19981-19992, November 2023 [pdf].
    61. W. Zhou, J. Xia, F. Zhou, L. Fan, X. Lei, A. Nallanathan and G.K. Karagiannidis, ‘Profit Maximization for Cache-Enabled Vehicular Mobile Edge Computing Networks', IEEE Transactions on Vehicular Technology , Vol. 72, No. 10, pp. 13793-13798, October 2023 [pdf].
    62. C. Kundu, A. Dubey, Andrea M. Tonello, A. Nallanathan and Mark F. Flanagan, 'Destination Scheduling for Secure Pinhole-Based Power-Line Communication', IEEE Open Journal of the Communications Society, Vol. 4, pp. 2245-2260, October 2023 [pdf].
    63. Y. Qiu, H. Zhang, K. Sun, K. Long and A. Nallanathan, ‘Fog-assisted Blockchain Radio Access Network for Web3', IEEE Communications, Vol. 61, No.8, pp. 76-82, August 2023 [pdf].
    64. X. Chen, J. An, Z. Xiong, C. Xing, N. Zhao, F. R Yu and A. Nallanathan, ‘Covert Communications: A Comprehensive Survey', IEEE Communications Surveys and Tutorials, Vol. 25, No. 2, pp. 1173-1198, June 2023 [pdf].
    65. H. Shao, H. Zhang, H. Zhou, J. Wang, N. Wang and A. Nallanathan, ‘A Complexity-Reduced QRD-SIC Detector for Interleaved OTFS', IEEE Transactions on Wireless Communications , Vol. 22, No. 2, pp. 950-960, February 2023 [pdf].
    66. K. Wang, J. Jin, Y. Yang, T. Zhang, A. Nallanathan, C. Tellambura and B. Jabbari, 'Task Offloading with Multi-Tier Computing Resources in Next Generation Wireless Networks', IEEE Journal on Selected Areas in Communications, Vol. 41, No. 2, pp. 306-319, February 2023 [pdf].

    Most Recent Conference Publications

    1. Z. Chen, W. Yi, S. Lambotharan and A. Nallanathan, 'Efficient Wireless Federated Learning With Adaptive Model Pruning', Proc. of IEEE GLOBECOM'23, Kuala Lumpur, Malaysia, December 2023.
    2. Z. Zheng, Y. Deng, X. Liu and A. Nallanathan, 'Asynchronous Federated Learning via Over-the-air Computation', Proc. of IEEE GLOBECOM'23, Kuala Lumpur, Malaysia, December 2023.
    3. Z. Xie, W. Yi, X. Wu, Y. Liu and A. Nallanathan, 'Exploiting Index Modulation for Enhanced NOMA', Proc. of IEEE GLOBECOM'23, Kuala Lumpur, Malaysia, December 2023.
    4. Z. Li, Q. Lin, Y-C. Wu, D.W.K. Ng and A. Nallanathan, 'Enhancing Outage-Constrained Secure EE with RIS under a Multi-Antenna Eavesdropper', Proc. of IEEE GLOBECOM'23, Kuala Lumpur, Malaysia, December 2023.
    5. Z. Xie, Y. Liu, W. Yi, X. Wu and A. Nallanathan, 'Secrecy Performance Analysis in STAR-RIS-Aided NOMA Networks', Proc. of IEEE GLOBECOM'23, Kuala Lumpur, Malaysia, December 2023.
    6. T. Lin, J. Du, H. Zhang, A. Nallanathan and J. Wang, 'PPO-based Energy-efficient Power Control and Spectrum Allocation in In-Vehicle HetNets', Proc. of IEEE GLOBECOM'23, Kuala Lumpur, Malaysia, December 2023.
    7. F. Obite, A. Krayani, A. Alam, L. Marcenaro and A. Nallanathan, 'Intelligent Resource Allocation for UAV-Based Cognitive NOMA Networks: An Active Inference Approach', Proc. of IEEE Future Networks World Forum'23, Baltimore, USA, November 2023.
    8. L. Lv, H. Luo, L. Yang, Z. Ding, A. Nallanathan, N. Al-Dhahir and J. Chen, 'A New Design of RIS-Aided Hybrid NOMA Offloading in Wireless Powered MEC Networks', Proc. of IEEE VTC'23, Hong Kong, October 2023.
    9. S. Tang, Q. Yang, L. Fan, X. Lei, Y. Deng and A. Nallanathan, 'Contrastive Learning based Semantic Communication for Wireless Image Transmission', Proc. of IEEE VTC'23, Hong Kong, October 2023.
    10. Z. Chen, W. Yi, Y. Liu and A. Nallanathan, ‘Convergence Analysis for Wireless Federated Learning with Gradient Recycling', Proc. of IWCMC'23, Marrakesh, Morocco, June 2023.
    11. Y. Omid, M. Shahabi and A. Nallanathan, ‘A Discrete Passive Beamforming Technique for an IRS-aided MISO System with Imperfect CSI', Proc. of IWCMC'23, Marrakesh, Morocco, June 2023.
    12. Z. Chen, W. Yi, A. Nallanathan and Geoffrey Ye Li, ‘Is Partial Model Aggregation Energy-efficient for Federated Learning Enabled Wireless Networks?', Proc. of IEEE ICC'23, Rome, Italy, May 2023.
    13. Z. Chen, W. Yi, Y. Liu and A. Nallanathan, ‘Communication-efficient Federated Learning with Heterogeneous Devices', Proc. of IEEE ICC'23, Rome, Italy, May 2023.
    14. Y. Gong, H. Yao, X. Liu and A. Nallanathan, ‘Privacy-Assisted Computation Offloading Schemes for Satellite-Ground Digital Twin Networks', Proc. of IEEE ICC'23, Rome, Italy, May 2023.
    15. W. Wei, X. Pang, J. Tang, N. Zhao, X. Wang and A. Nallanathan, ‘Joint Placement and Precoding Design for Aerial IRS Aided Secure Communication Networks', Proc. of IEEE ICC'23, Rome, Italy, May 2023.
    16. R. Ma, W. Yang, X. Li, K. An, Z. Lin and A. Nallanathan, ‘Achieving Covert mmWave Communication Against Randomly Distributed Wardens', Proc. of IEEE ICC'23, Rome, Italy, May 2023.
    17. Y. Gong, H. Yao, A. Nallanathan and E. Hossain, ‘Model-Assisted In-Orbit Intelligent Computation for Satellite-Ground Integrated Networks', Proc. of IEEE ICC'23 (Edge5GMN Workshop), Rome, Italy, May 2023.
    18. X. Li, M. Zhang, H. Chen, D-T. Do, S. Mumtaz and A. Nallanathan, ‘Spectral Efficiency of Multi-Pair mMIMO-NOMA UAV-Relaying with Low-Resolution ADCs/DACs', Proc. of IEEE INFOCOM'23 (Dronecom Workshop) , New York, USA, May 2023.
    19. Y. Liu, H. Zhou, Y. Deng and A. Nallanathan, 'DRL-based Channel Access in NR Unlicensed Spectrum for Downlink URLLC', Proc. of IEEE GLOBECOM'22, Rio de Janeiro, Brazil, December 2022.
    20. W. Shen, Z. Qin and A. Nallanathan, 'Deep Learning Enabled Channel Estimation for RIS-Aided Wireless Systems', Proc. of IEEE GLOBECOM'22, Rio de Janeiro, Brazil, December 2022.
    21. Y. Omid, Y. Deng and A. Nallanathan, 'Deep Reinforcement Learning-Based Secure Standalone Intelligent Reflecting Surface Operation', Proc. of IEEE GLOBECOM'22, Rio de Janeiro, Brazil, December 2022.
    22. M. Fayaz, W. Yi, Y. Liu and A. Nallanathan, 'Multi-Agent DRL for Mitigating Power Collisions in SGF-NOMA Systems', Proc. of IEEE GLOBECOM'22, Rio de Janeiro, Brazil, December 2022.
    23. Q. Huang W. Wang, W. Lu, N. Zhao, A. Nallanathan and X. Wang, 'Throughput Maximization for Multi-Cluster NOMA-UAV Networks', Proc. of IEEE GLOBECOM'22, Rio de Janeiro, Brazil, December 2022.
    24. W. Lu, Y. Ding, Y. Feng, G. Huang, N. Zhao, A. Nallanathan and X. Yang 'Dinkelbach-Guided Deep Reinforcement Learning for Secure Communication in UAV-Aided MEC Networks', Proc. of IEEE GLOBECOM'22, Rio de Janeiro, Brazil, December 2022.
    25. M. Liu, M. Yang and A. Nallanathan, 'On the Performance of Uplink and Downlink Integrated Sensing and Communication Systems', Proc. of IEEE GLOBECOM'22 (NGMA Workshop) , Rio de Janeiro, Brazil, December 2022.
    26. C. Shan, J. Shi, H. Zhao, X. Sha, D. Zhang and A. Nallanathan, 'Interference Suppression in Multi-Node Joint Communication-Radar Network', Proc. of IEEE GLOBECOM'22 (6GComm Workshop) , Rio de Janeiro, Brazil, December 2022.
    27. A. Alajmi, M. Fayaz, W. Ahsan and A. Nallanathan, 'Soft Actor Critic Framework for Resource Allocation in Backscatter-NOMA Networks', Proc. of IEEE LATINCOM'22, Rio de Janeiro, Brazil, December 2022.
    28. W. Shen, Z. Qin and A. Nallanathan, 'Federated Learning Enabled Channel Estimation for RIS-Aided Multi-User Wireless Systems', Proc. of IEEE ICC'22, Seoul, Korea, May 2022.
    29. M. Fayaz, W. Yi, Y. Liu and A. Nallanathan, ‘Throughput Optimization for SGF-NOMA via Distributed DRL with Prioritized Experience Replay', Proc. of IEEE ICC'22, Seoul, Korea, May 2022.
    30. Y. Liu, Y. Deng, M. Elkashlan and A. Nallanathan, ‘Cooperative Deep Reinforcement Learning based Grant-Free NOMA Optimization for mURLLC', Proc. of IEEE ICC'22, Seoul, Korea, May 2022.
    31. Y. Liu, Y. Deng, M. Elkashlan, A. Nallanathan and G.K Karagiannidis, ‘Multiple Configured-Grants Optimization in Grant-Free NOMA for mURLLC Service', Proc. of IEEE ICC'22, Seoul, Korea, May 2022.
    32. A. Krayani, N.J. William, A. Alam, L. Marcenaro, Z. Qin, A. Nallanathan and C. Regazzoni, ‘Generalized Filtering with Transport Planning for Joint Modulation Conversion and Classification in AI-enabled Radios', Proc. of IEEE ICC'22, Seoul, Korea, May 2022.
    33. H. Zhang, W. Guan, D. Wang, Q. Song and A. Nallanathan, ‘Demo: AI-Engine Enabled Intelligent Management in B5G/6G Networks', Proc. of IEEE ICC'22, Seoul, Korea, May 2022.

     


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