Publications

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Publications

Books

A. Masaracchia, K. K. Nguyen, T. Q. Duong, V. Sharma, “Deep Reinforcement Learning for Reconfigurable Intelligent Surfaces and UAV Empowered Smart 6G Communications,” London, UK: The Institution of Engineering and Technology (IET), 2025
Q. Wu, T. Q. Duong, D. W. K. Ng, R. Schober, R. Zhang, “Intelligent Surfaces Empowered 6G Wireless Network,” 1st ed. New York, USA: Wiley & IEEE Press, 2024
H. Ahmadi, T. Q. Duong, A. Nag, V. Vishal, B. Canberk, “Digital Twins for 6G: Fundamental Theory, Technology and Applications,” 1st ed. London, UK: The Institution of Engineering and Technology (IET), 2024
T. Q. Duong, X. Zhou, V. Sharma, J. Zhang, and N. Yang, “Physical Layer Security for 6G Networks,” 1st ed. London, UK: The Institution of Engineering and Technology (IET), 2024

Book Chapters

K. Meng, Q. Wu, T. Q. Duong, D. W. K. Ng, R. Schober, and R. Zhang, “Introduction to Intelligent Surfaces,” in ” Intelligent Surfaces Empowered 6G Wireless Network “, Wiley & IEEE Press, 2023
A. Masaracchia, V. Sharma, M. Fahim, O. A. Dobre, and T. Q. Duong, “Digital Twin empowered Open RAN of 6G Networks,” IET Digital Twins for 6G: Fundamental Theory, Technology and Applications, 2024
D. V. Huynh, Y. Li, T. Do-Duy, E. Garcia-Palacios, and T. Q. Duong, “Digital Twin-enabled Aerial Edge Networks with Ultra-Reliable Low-Latency Communications,” Digital Twins for 6G: Fundamental Theory, Technology and Applications, 2024

Journals (76) (Students and Post-doc’s names are in bold font)

Accepted:

F.-H. Lin, T.-H. Huang, C.-K. Wen, T. Q. Duong, “Geo2ComMap: Deep Learning-Based MIMO Throughput Prediction Using Geographic Data,” IEEE Wireless Communications Letter, April 2025 (accepted)
J. Yaswanth, P. Saikia, K. Singh, Y. H. Kim, and T. Q. Duong, “Active and STAR-RIS Assisted MIMO ISAC Systems with SWIPT,” IEEE Trans. on Cognitive Communications and Networking, March 2025 (accepted)
S. Singh, K. Singh, S. K. Singh, H. Shin, and T. Q. Duong, “Beamforming Design Towards Sum-Rate Maximization for Holographic Active RIS-aided Uplink Near-Field Communications,” IEEE Internet of Things Journal, March 2025 (accepted)
U. Khalid, U. Inam Paracha, Z. Naveed, T. Q. Duong, M. Z. Win, and H. Shin, “Quantum Fusion Intelligence for Integrated Satellite-Ground Remote Sensing,” IEEE Wireless Communications Magazine, Feb 2025 (accepted)
M. O. Butt, N. Waheed, T. Q. Duong, and W. Ejaz, “Quantum-Inspired Resource Optimization for 6G Networks: A Survey,” IEEE Communications Surveys & Tutorials, Dec 2024 (accepted)
S. C. Prabhashana, D. V. Huynh, K. Singh, H.-J. Zepernick, O. A. Dobre, H. Shin, and T. Q. Duong, “Machine Learning-based Resource Allocation in 6G Integrated Space and Terrestrial Networks-aided Intelligent Autonomous Transportation,” IEEE Trans. on Intelligent Transportation Systems, Feb 2025 (accepted)
S. Pala, K. Singh, O. Taghizadeh, C. Pan, O. A. Dobre, and T. Q. Duong, “Robust and Secure Multi-User STAR-RIS-Aided Communications: Optimization vs Machine Learning,” IEEE Trans. on Communications, Feb, 2025 (accepted)
A. Masaracchia, D. V. Huynh, T. Q. Duong, O. A. Dobre, A. Nallanathan and B. Canberk, “The role of Digital Twin in 6G-based URLLCs: Current contributions, Research Challenges, and Next Directions,” IEEE Open Journal of the Communications Society, Feb, 2025 (accepted)
A. Khan, T. T. Bui, J. ur Rehman, S. Chatzinotas, S. L. Cotton, O. A. Dobre, T. Q. Duong, and H. Shin, “Integrated Non-Terrestrial and Terrestrial Anonymous Quantum Networks,” IEEE Networks, Feb 2025 (accepted)
S. Pala, K. Singh, C.-P. Li, O. A. Dobre, and T. Q. Duong, “Joint Beamforming Design and Sensing in Satellite and RIS-Enhanced Terrestrial Networks: A Federated Learning Approach,” IEEE Trans. on Cognitive Communications and Networking, Jan 2025 (accepted)
V.-T. Hoang, V.-L. Nguyen, R.-G. Chang, P.-C. Lin, R.-H. Hwang, T. Q. Duong, “Adversarial Attacks Against Shared Knowledge Interpretation in Semantic Communications,” IEEE Trans. on Cognitive Communications and Networking, Jan 2025 (accepted)
K. Duran, H. Shin, T. Q. Duong, and B. Canberk, “GenTwin: Generative AI-powered Digital Twinning for Adaptive Management in IoT Networks,” IEEE Trans. on Cognitive Communications and Networking, Jan 2025 (accepted)
P. Singh, B. Hazarika, K. Singh, W.-J. Huang, and T. Q. Duong, “GenAI-Enhanced Federated Multi-Agent DRL for Digital Twin-Assisted IoV Networks,” IEEE Internet of Things Journal, Jan 2025 (accepted)
B. Hazarika, P. Singh, K. Singh, S. L. Cotton, H. Shin, O. A. Dobre, T. Q. Duong, “Generative AI-augmented Graph Reinforcement Learning for Adaptive UAV Swarm Optimization,” IEEE Internet of Things Journal, Jan 2025 (accepted)
M. Fahim, S. M. A. Kazmi, V. Sharma, H. Shin, and T. Q. Duong, “Edge Intelligence: A Deep Distilled Model for Wearables to Enable Proactive Eldercare,” IEEE Trans. on Artificial Intelligence, Jan 2025 (accepted).
B. Wang, Y. Sun, O. A. Dobre, L. D. Nguyen, T. Q. Duong, “Digital Twin-enabled Task-driven UAV Communications Under Uncertainty,” IEEE Trans. on Vehicular Technology, Dec 2024 (accepted).
D. V. Huynh, O. A. Dobre, and T. Q. Duong, “Optimal Service Placement for 6G Edge Computing with Quantum-Centric Optimisation in Real Quantum Hardware,” IEEE Communications Letter, Dec 2024 (accepted)
T. Q. Do, H. T. Nguyen, B. D. E. McNiven, T. Hoang, L. Zhang, O. A. Dobre, and T. Q. Duong, “An Auto-Adjusting Hybrid Quantum Genetic Algorithm-Spectra Platform for the Multi-objective Optimization of Analog Circuit Sizing,” Alexandria Engineering Journal, Dec, 2024 (accepted)
B. You, I.-H. Lee, H. Jung, T. Q. Duong, and H. Shin, “Secure 3D Directional Modulation Using Subarrays Based on Planar Frequency Diverse Array with Nonuniform Frequency Offsets,” IEEE Trans. on Communications, Nov 2024 (accepted)
B. Hazarika, K. Singh, Member, O. A. Dobre, C.-P. Li, and T Q. Duong, “Quantum-enhanced Federated Learning for Metaverse-empowered Vehicular Networks,” IEEE Trans. on Communications, Nov 2024 (accepted)
L. V. Cakir, M. Ozdem, H. Ahmadi, B. Canberk, T. Q. Duong, “Internet of Twins (IoTw) Approach: Digital Twin as a Platform (DTaaP) Architecture,” IEEE Internet Computing, Nov, 2024 (accepted)
Y. Tang, K. Wang, D. Niyato, J. Li, O. A. Dobre, and T. Q. Duong, “Blockchain-Based Secure Data Sharing and Prediction for Digital Twin-Empowered Healthcare,” IEEE Communications Magazine, Nov 2024 (accepted)
K. Duran, L. V. Cakir, A. Fonzone, T. Q. Duong, and B. Canberk, “Digital Twin-empowered Green Mobility Management in Next-Gen Transportation Networks” IEEE Open Journal of Vehicular Technology, Oct 2024 (accepted)
T. A. Lestari, S. Kurma, A. Paul, K. Singh, S. Cotton, and T. Q. Duong, “Exploiting Active STAR-RIS to enable URLLC in Digitally-Twinned Internet-of-Things Networks, IEEE Trans. on Communications, September 2024 (accepted)
U. Khalid, J. ur Rehman, T. Q. Duong, O. A. Dobre, and H. Shin, “Quantum Property Learning for NISQ Networks: Universal Quantum Witness Machines,” IEEE Trans. on Communications, September 2024 (accepted)
R. Allu, M. Katwe, K. Singh, S. L. Cotton, C.-P. Li, and T. Q. Duong, “Robust Beamforming Design for RSMA-Integrated Full-Duplex Communications: Energy and Spectral Efficiency Trade-off,” IEEE Trans on Green Communications and Networking, Sept, 2024 (accepted)
L. V. Cakir, C. J. Thomson, M. Ozdem, B. Canberk, V.-L. Nguyen, and T Q. Duong, “Intelligent Digital Twin Communication Framework for Addressing Accuracy and Timeliness Tradeoff in Resource-Constrained Networks,” IEEE Trans. on Cognitive Communications and Networking, September 2024 (accepted)
A. Masaracchia, V.-L. Nguyen, D. B. da Costa, E. Ak, B. Canberk, V. Sharma, and T. Q. Duong, “Towards 6G-enabled URLLCs: Digital Twin, Open RAN, and Semantic Communications,” IEEE Communications Standard Magazine, September 2024 (accepted)
T. Do-Duy, A. Masaracchia, B. Canberk, L. D. Nguyen, and T. Q. Duong, “Throughput Maximisation in RIS-assisted NOMA-THz Communication Network,” IEEE Open Journal of the Communications Society, September 2024 (accepted)
A. Shafie, N. Yang, C. Li, X. Zhou, and T. Q. Duong, “Spectrum Allocation for Multiuser Terahertz Communication Systems: An Unsupervised Learning Approach, IEEE Open Journal of the Communications Society, August, 2024 (accepted)
S. Hussain, S. F. N. Bacha, A. A. Cheema, B. Canberk, and T. Q. Duong, “Geometrical Features based mmWave UAV Path Loss Prediction using Machine Learning for 5G and Beyond,” IEEE Open Journal of the Communications Society, August 2024 (accepted)
S. N. Paing, F. Zaman, J. ur Rehman, T. Q. Duong, and H. Shin, “Counterfactual Quantum Protocols for Dialogue, Teleportation and Comparison,” IEEE Trans. on Communications, August 2024 (accepted)
F. Naz, M. Fahim, A. A. Cheema, T.-V. Cao, R. Hunter, N. T. Viet, and T. Q. Duong, “Two Stage Feature Engineering to Predict Air Pollutants in Urban Areas” IEEE Access, August 2024 (accepted)
S. Ghosh, K. Singh, H. Jung, C.-P. Li, and T. Q. Duong, “On the Performance of Rate Splitting Multiple Access for ISAC with Device-to-Multi-Device IoT Communications,” IEEE Trans. on Cognitive Communications and Networking, July 2024
T. T. Bui, T. Q. Do, D. Van Huynh, T. Do-Duy, L. D. Nguyen, T.-V. Cao, V. Sharma, and T. Q. Duong, “Task Offloading Optimization for UAV-aided NOMA Networks with Coexistence of Near-field and Far-field Communications,” IEEE Trans. on Green Communications and Networking, June 2024 (accepted)
A. Paul, K. Singh, C.-P. Li, O. A. Dobre, and T. Q. Duong, “Digital Twin-Aided Vehicular Edge Network: A Large-Scale Model Optimization by Quantum-DRL,” IEEE Trans. on Vehicular Technology, June 2024 (accepted)
T. Q. Nguyen, T. Hoang, L. Zhang, O. A. Dobre, and T. Q. Duong, “A Survey on Smart Optimisation Techniques for 6G-oriented Integrated Circuits Design,” Springer Mobile Networks and Applications (MONET), May 2024 (accepted)

Published:

Y. A. Ergu, V.-L. Nguyen, R.-H. Hwang, Y.-D. Lin, C.-Y. Cho, H.-K. Yang, H. Shin, T. Q. Duong, “Efficient Adversarial Attacks against DRL-based Resource Allocation in Intelligent O-RAN for V2X,” IEEE Trans. on Vehicular Technology, vol. 74, no. 1, Jan. 2025, pp. 1674 – 1686
A. Paul, K. Singh, A. Kaushik, C.-P. Li, O. A. Dobre, M. Di Renzo, and T. Q. Duong, “Quantum-Enhanced DRL Optimization for DoA Estimation and Task Offloading in ISAC Systems,” IEEE Journal on Selected Areas on Communications, vol. 43, no. 1, Jan. 2025, pp. 364 – 381
T. T. Bui, L. D. Nguyen, B. Canberk, V. Sharma, O. A. Dobre, H. Shin, and T. Q. Duong, “Digital Twin-empowered Integrated Satellite-Terrestrial Networks towards 6G Internet of Things,” IEEE Communications Magazine, vol. 62, no. 12, Dec. 2024, pp. 74-81
V.-L. Nguyen, H.-P. Tsai, H. Shin, and T. Q. Duong, “Spatial Data Transformation and Vision Learning for Elevating Intrusion Detection in IoT Networks,” IEEE Internet of Things Journal, vol. 11, no. 24, Dec. 2024, pp. 41261 – 41272
Y. Li, D. V. Huynh, V.-L. Nguyen, D.-B. Ha, H.-J. Zepernick, and T. Q. Duong, “Multi-Agent UAV-aided URLLC Mobile Edge Computing Systems: A Joint Communication and Computation Optimisation Approach,” IEEE System Journal, vol. 18, no. 4, Dec. 2024, pp. 1828 – 1838
Y. Yigit, L. Maglaras, W. J. Buchanan, B. Canberk, H. Shin, and T. Q. Duong, “AI-enhanced Digital Twin Framework for Cyber-Resilient 6G Internet-of-Vehicles Networks,” IEEE Internet of Things Journal, vol. 11, no. 22, Nov. 2024, pp. 36168 – 36181
D. V. Huynh, S. R. Khosravirad, S. Cotton, T. X. Vu, O. A. Dobre, H. Shin, and T. Q. Duong, “Joint Sensing, Communications, and Computing Design for 6G URLLC Service-Oriented MEC Networks,” IEEE Internet of Things Journal, vol. 11, no. 20, Oct. 2024, pp. 32429 – 32439
Y, Lee, I.-H. Lee, H. Jung, and T. Q. Duong, “Performance Comparison between Coherent and Non-Coherent Approaches for Over-the-Air Computation,” IEEE Trans. on Vehicular Technology, vol. 73, no. 10, Oct. 2024, pp. 15826 – 15831
A. Paul, R. Allu, K. Singh, C.-P. Li, and T. Q. Duong, “Hybridized MA-DRL for Serving xURLLC with Cognizable RIS and UAV Integration,” IEEE Trans. on Wireless Communications, vol. 23, no. 10, Oct. 2024, pp. 15507 – 15524
M. S. Ulum, U. Khalid, J. W. Setiawan, T. Q. Duong, M. Z. Win, and H. Shin, “Variational Anonymous Quantum Sensing,” IEEE Journal on Selected Areas on Communications, vol. 42, no. 9, Sep. 2024, pp. 2275-2291
Y. Yigit, H. Ahmadi, G. Yurdakul, B. Canberk, T. Hoang, and T. Q. Duong, “Digi-Infrastructure: Digital Twin-enabled Traffic Shaping with Low-Latency for 6G Smart Cities,” IEEE Communications Standard Magazine, vol. 8, no. 3, Sep. 2024, pp. 28-34
R. Allu, M. Katwe, K. Singh, Member, T. Q. Duong, and C.-P. Li, “Robust Energy Efficient Beamforming Design for ISAC Full-Duplex Communication Systems,” IEEE Wireless Communications Letter, vol. 13, no. 9, Sep. 2024, pp. 2452 – 2456
S. N. Paing, J. W. Setiawan, T. Q. Duong, D. Niyato, M. Win, and H. Shin, “Quantum Anonymous Networking: A Quantum Leap in Privacy,” IEEE Networks, vol. 38, no. 5, Sep. 2024, pp. 131-145
S. Tariq, B. E. Arfeto, U. Khalid, S. Kim, T. Q. Duong, and H. Shin, “Deep Quantum-Transformer Networks for Multi-Modal Beam Prediction in ISAC Systems,” IEEE Internet of Things Journal, vol. 11, no. 18, Sep. 2024, pp. 29387 – 29401
A. S. Parihar, K. Singh, V. Bhatia, C.-P. Li, and T. Q. Duong, “Performance Analysis of NOMA Enabled Active RIS-aided MIMO Heterogeneous Networks with Integrated Sensing and Communication,” IEEE Internet of Things Journal, vol. 11, no. 17, Sep. 2024, pp. 28137 – 28152
P. Saikia, K. Singh, W.-J. Huang, T. Q. Duong, “Hybrid Deep Reinforcement Learning for Enhancing Localization and Communication Efficiency in RIS-aided Cooperative ISAC Systems,” IEEE Internet of Things Journal, vol. 11, no. 18, Sep. 2024, pp. 29494 – 29510
S. Tariq, A. Farooq, J. Ur Rehman, T. Q. Duong, and H. Shin, “Efficient Quantum State Estimation with Low-rank Matrix Completion,” EPJ Quantum Technology, vol. 11, no. 50, August 2024, pp. 1 – 12
M. Katwe, R. Deshpande, K. Singh, C. Pan, P. H. Ghare, and T. Q. Duong, “Spectral-Efficient Beamforming Design for STAR-RIS-aided URLLC NOMA Systems,” IEEE Trans. on Communications, vol. 72, no. 7, Jul. 2024, 4414 – 4431.
P. Q. Truong, T. Do-Duy, A. Masaracchia, N.-S. Vo, V.-C. Phan, D.-B. Ha, and T. Q. Duong, “Computation Offloading and Resource Allocation Optimisation for Mobile Edge Computing-aided UAV-RIS Communications,” IEEE Access, vol. 12, August 2024, pp. 107971 – 107983
S. Tariq, U. Khalid, B. E. Arfeto, T. Q. Duong, and H. Shin, “Integrating Sustainable Big AI: Quantum Anonymous Semantic Broadcast,” IEEE Wireless Communications Magazine, vol. 31, no.3, June 2024, pp. 86-99
A. Paul, K. Singh, C.-P. Li, and T. Q. Duong, “Maximizing Interweave CRNs Throughput Under SSDF Attacks: A DRL-Enabled POMDP Approach, IEEE Communications Letters, vol. 28, no. 6, June 2024, pp. 1462 – 1466
J. A. Ansere, E. Gyamfi, V. Sharma, H. Shin, O. A. Dobre, and T. Q. Duong, “Quantum Deep Reinforcement Learning for Dynamic Resource Allocation in Mobile Edge Computing-based IoT Systems,” IEEE Trans. on Wireless Communications, vol. 23, no. 6, June 2024, pp. 6221-6233
T. Lu, L. Chen, J. Zhang, C. Chen, and T. Q. Duong, “Reconfigurable Intelligent Surface-Assisted Key Generation for Millimetre-Wave Multi-User Systems,” IEEE Transactions on Information Forensics and Security, vol. 19, May, 2024, pp. 5373 – 5388.
S. Kurma, M. Katwe, Keshav Singh, T. Q. Duong, and C.-P. Li, “Spectral-Energy Efficient Resource Allocation in RIS-Aided FD-MIMO Systems,” IEEE Trans. on Wireless Communications, vol. 23, no. 5, May 2024, pp. 5125 – 5141
V. Sharma, R. Allu, S. K. Singh, K. Singh, T. Q. Duong, and T. A. Tsiftsis, “Robust Transmission Design in Multi-Objective RIS-aided SWIPT IoT Communications,” IEEE Internet of Things, vol. 11, no. 10, May 2024, pp. 18605 – 18618
V.-L. Nguyen, R.-H. Hwang, B.-C. Cheng, Ying-Dar Lin, and T. Q. Duong, “Understanding Privacy Risks of High- Accuracy Radio Positioning and Sensing in Wireless Networks,” IEEE Communications Magazine, vol. 62, no. 5, May 2024, pp. 104-111
A. Mondal, S. Ghosh, K. Singh, S. Biswas, and T. Q. Duong, “Extending RIS Life Span for Reliable Communication under Hardware Ageing Effects,” IEEE Open Journal of the Communications Society, May vol.5, May 2024, pp. 3395-3409.
S. Liu, Y. Yu, H. Zhang, P. L. Yeoh, L. Guo, B. Vucetic, T. Q. Duong, and Y. Li, “Delay and Energy-Efficient Asynchronous Federated Learning for Intrusion Detection in Heterogeneous Industrial Internet of Things,” IEEE Internet of Things Journal, vol. 11, no. 8, April 2024, pp. 14739 – 14754
J. ur Rehman, H. Al-Hraishawi, T. Q. Duong, S. Chatzinotas, and H. Shin, “On Estimating Time-Varying Pauli Noise,” IEEE Trans. on Communications, vol. 72, no. 4, April 2024, pp. 2079-2089
J. A. Ansere, T. T. Dung, O. A. Dobre, H. Shin, G. K. Karagiannidis, and T. Q. Duong, “Energy-Efficient Optimization for Mobile Edge Computing with Quantum Machine Learning,” IEEE Wireless Communications Letter, vol.13, no. 3, March 2024, pp. 661 – 665
S. N. Paing, J. W. Setiawan, M. Asad Ullah, T. Q. Duong, O. A. Dobre, and H. Shin, “Counterfactual Quantum Byzantine Consensus for Human-Centric Metaverse,” IEEE Journal on Selected Areas in Communications, vol. 42, no. 4, April 2024, pp. 905 – 918
A. Masaracchia, D. V. Huynh, G. C. Alexandropoulos, B. Canberk, O. A. Dobre, and T. Q. Duong,”Towards the Metaverse Realization in 6G: Orchestration of RIS-enabled Smart Wireless Environments via Digital Twins,” IEEE Internet of Things Magazine, vol. 7, no. 2, March 2024, pp. 22 – 28
A. Paul, K. Singh, C.-P. Li, and T. Q. Duong, “Reconfigurable Intelligent Surfaces-assisted Overlay Energy Harvesting-CRN under Resilient Primary User Outages, IEEE Communications Letter, vol. 28, no. 3, March 2024, pp. 712 – 716
C. Nguyen, A. A. Cheema, C. Kurnaz, A. Rahimian, C. Brennan, T. Q. Duong, “Deep Learning Models for Time-Series Forecasting of RF-EMF in Wireless Networks,” IEEE Open Journal of the Communications Society, vol. 5, February 2024, pp. 1399 – 1414
B. Hazarika, K. Singh, A. Paul, and T. Q. Duong, “Hybrid Machine Learning Approach for Resource Allocation of Digital Twin in UAV-aided Internet-of-Vehicles Networks,” IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, January 2024, pp. 2923 – 2939
U. Khalid, J. ur Rehman, S. N. Paing, T. Q. Duong, and H. Shin, “Quantum Network Engineering in the NISQ Age: Principles, Missions, and Challenges,” IEEE Networks, vol. 38, no. 1, January 2024, pp.112 – 123
K. Duran, M. Ozdem, T. Hoang, T. Q. Duong, B. Canberk, “Age of Twin (AoT): A New Digital Twin Qualifier for 6G Ecosystem,” IEEE Internet of Things Magazine, vol. 6, no. 4, Dec 2023, pp. 138 – 143.
J. A. Ansere, E. Gyamfi, Y. Li, H. Shin, O. A. Dobre, T. Hoang, and T. Q. Duong, “Optimal Computation Resource Allocation in Energy-Efficient Edge IoT Systems with Deep Reinforcement Learning,” IEEE Transactions on Green Communications and Networking, vol. 7, no. 4, December 2023, pp. 2130 – 2142
T. Hoang, T. N. Quoc, L. Zhang, and T. Q. Duong, “Novel Methods for Improved Particle Swarm Optimization in Designing the Bandgap Reference Circuit,” IEEE Access, vol. 11, December 2023, pp. 139964 – 139978
A. Masaracchia, V. Sharma, M. Fahim, O. A. Dobre, and T. Q. Duong, “Digital Twin for Open RAN: Towards Intelligent and Resilient 6G Radio Access Networks,” IEEE Communications Magazine, vol. 61, no. 11, November 2023, pp. 112 – 118

Conferences (46)

N. Q. T. Thoong, A. A. Cheema, S. R. Khosravirad, O. A. Dobre, T. Q. Duong, “Deep Learning for Channel Estimation of 6G RIS-NOMA Systems with Hardware Impairments,” in Prof. of IEEE International Conference on Communications (ICC’25) Workshop, Montreal, Canada, June 2025.
S. C. Prabhashana, D. V. Huynh, and T. Q. Duong, “Quantum DRL for UAV-RIS-aided Maritime Communications with 6G Digital Twin Applications,” in Prof. of IEEE International Conference on Communications (ICC’25) Workshop, Montreal, Canada, June 2025.
E. Ak, D. V. Huynh, T. Q. Duong, “Quantum-enhanced Optimization for LNG Ship Routing: Integrating Digital Twins with QAOA”, in Prof. of IEEE International Conference on Communications (ICC’25) Workshop, Montreal, Canada, June 2025.
S. Singh, K. Singh, S. K. Singh, A. Kaushik, and T. Q. Duong, “RSMA for Reconfigurable Holographic Surface-aided Downlink Near-Field Communication,” in Prof. of IEEE International Conference on Communications (ICC’25) Workshop, Montreal, Canada, June 2025
A. S. Parihar, K. Singh, C.-P. Li, V. Bhatia, and T. Q. Duong, “On the Performance of NOMA-enabled Multi-Sector RIS-aided with ISAC,” in Prof. of IEEE International Conference on Communications (ICC’25) Workshop, Montreal, Canada, June 2025
A. Paul, K. Singh, C.-P. Li, and T. Q. Duong, “Digital Twin-Enabled LSTM-Based Predictive Channel Estimation for MISO-NOMA Systems,” in Proc. IEEE International Conference on Computer Communications (INFOCOM’25) Workshop, London, UK, May 2025
L. V. Nguyen, T. T. Nguyen, O. A. Dobre, and T. Q. Duong, “Digital Semantic Communication with Neural Image Compression,” in Proc. IEEE International Conference on Computer Communications (INFOCOM’25), London, UK, May 2025
J. A. Ansere, S. C. Prabhashana, O. A. Dobre, T. Q. Duong, “Quantum Machine Learning DDPG for Digital Twin Semantic Vehicular Networks,” in Proc. IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN’25), Barcelona, Spain, May 2025 (invited paper)
V. P. Pham, D. V. Huynh, B. D. E. McNiven, B. Canberk, O. A. Dobre, and T. Q. Duong, “Joint Optimal Design for Speed and Routing in Maritime Logistics: A Quantum-Centric Optimization Approach,” in Proc. International Conference on Quantum Communications, Networking, and Computing (QCNC‘25), Nara, Japan, Mar 2025 (invited paper)
T. Q. Do, L. Zhang, O. A. Dobre, T. Hoang, T. Q. Duong, “Topology and Parameter Optimization of High-Order Δ-Σ Modulators Towards Superior Efficiency and Stability with Multi-Agent Reinforcement Learning,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS’25), London, UK, May 2025
T. Q. Nguyen, L. Zhang, O. A. Dobre, T. Hoang, T. Q. Duong, “Multi-Agent Proximal Policy Optimization Applications in Low-Dropout Regulator Design,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS’25), London, UK, May 2025
S. Singh, K. Singh, S. K. Singh, H. Shin, and T. Q. Duong, “Maximizing Sum-Rate in Holographic Active RIS-aided Uplink Near-Field Communications,” in Proc. of IEEE International Conference on Communications (ICC’25), Montreal, Canada, June 2025
P. Singh, B. Hazarika, K. Singh, W.-J. Huang, and T. Q. Duong, “Semantic-Aware Spectrum Efficiency for 6G V2X URLLC with Multi-Agent Hierarchical DRL,” in Proc. of IEEE International Conference on Communications (ICC’25), Montreal, Canada, June 2025
B. Hazarika, P. Singh, K. Singh, O. A. Dobre, and T Q. Duong, “Dynamic UAV Swarm Control in Disaster Recovery via GenAI-based Graph Reinforcement Learning,” in Proc. of IEEE International Conference on Communications (ICC’25), Montreal, Canada, June 2025
S. C. Prabhashana, D. V. Huynh, K. Singh, H.-J. Zepernick, O. A. Dobre, H. Shin, T. Q. Duong, “Aerial Reconfigurable Intelligent Surface-enabled SAGIN with LSTM-enhanced DRL Model,” in Proc. of IEEE International Conference on Communications (ICC’25), Montreal, Canada, June 2025
Y. Zheng, S. L. Cotton, O. A. Dobre, and T. Q. Duong, “Quantum Multi-Agent Deep Reinforcement Learning for Energy-Efficient Vehicular Networks,” in Proc. of IEEE International Conference on Communications (ICC’25), Montreal, Canada, June 2025
D. V. Huynh, S. R. Khosravirad, S. L. Cotton, O. A. Dobre, T. Q. Duong, “DRL-based Optimisation for Task Offloading in Space-Air-Ground Integrated Networks: A Reliability-Driven Approach,” in Proc. of IEEE International Conference on Communications (ICC’25), Montreal, Canada, June 2025
J. A. Ansere, S. L. Cotton, O. A. Dobre, T. Q. Duong, “Quantum Multi-Agent Reinforcement Learning Framework for Semantic Offloading in Green Heterogeneous IoV Ecosystems,” in Proc. of IEEE International Conference on Communications (ICC’25), Montreal, Canada, June 2025
P. Singh, B. Hazarika, K. Singh, W.-J. Huang, and T. Q. Duong, “Digital Twin-Assisted Adaptive Federated Multi-Agent DRL with GenAI for Optimized Resource Allocation in IoV Networks,” in Proc. of IEEE Wireless Communications and Networking Conference (WCNC’25), Milan, Italy, March 2025
S. Al-Shareeda, F. Ozguner, K. Redmill, T. Q. Duong, and Berk Canberk, “Lightweight Authenticated Task Offloading in 6G-Cloud Vehicular Twin Networks,” in Proc. of IEEE Wireless Communications and Networking Conference (WCNC’25), Milan, Italy, March 2025
A. S. Parihar, K. Singh, C.-P. Li, V. Bhatia, and T. Q. Duong, “On Performance of Non-diagonal STAR RIS with Integrated Sensing and Communications,” in Proc. of IEEE Global Communications Conference (GLOBECOM’24) Workshop, Cape Town, South Africa, December 2024
Y. Zheng, B. Hazarika, K. Singh, V. Sharma, O. A. Dobre, and T. Q. Duong, “Multi-Agent DRL for Resource Allocation in AoI-Aware Energy-Efficient C-V2X Networks, in Proc. IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD’24), Athens, Greece, Oct 2024 (best paper award)
B.-N. D. Tran, M. Fahim, A. A. Cheema, S. Czarnuch, B. D. E. McNiven, O. A. Dobre, and T. Q. Duong, “Quantum-based Gated Recurrent Units for Multiclass Classification to Monitor Daily Living Activities for Early Disease Detection,” in Proc. IEEE International Conference on E-health Networking, Application & Services (Healthcom’24), Nara, Japan, Nov. 2024
D. V. Huynh, S. R. Khosravirad, V. Sharma, B. Canberk, O. A. Dobre, and T. Q. Duong, “Digital Twin-enabled Low-Carbon Sustainable Edge Computing for Wireless Networks,” in Proc. of IEEE Global Communications Conference (GLOBECOM’24), Cape Town, South Africa, December 2024
S. Pala, K. Singh, C.-P. Li, O. A. Dobre, and T. Q. Duong, “Federated Learning in ISAC Systems: Bridging Satellite and RIS-Enhanced Terrestrial Networks,” in Proc. of IEEE Global Communications Conference (GLOBECOM’24), Cape Town, South Africa, December 2024
P. Singh, B. Hazarika, K. Singh, C-P. Li, and T. Q. Duong, “Dynamic Multi-Incentive Framework for Edge Vehicular Crowdsensing in SIoV Networks,” in Proc. of IEEE Global Communications Conference (GLOBECOM’24), Cape Town, South Africa, December 2024
L. V. Nguyen, T. T. Nguyen, O. A. Dobre, and T. Q. Duong, “Leveraging Stable Diffusion with Context-Aware Prompts for Semantic Communication,” in Proc. of 21st IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS’24), Semantic Communication Workshop, Seoul, South Korea, Sept. 2024
T. T. An, S. L. Cotton, J. Zhang, Y. Ding, and T. Q. Duong, “LoRa Radio Frequency Fingerprinting Using a Hybrid Quantum-Classical Neural Network,” in Proc. of IEEE Vehicular Technology Conference (VTC2024-Fall), Washington DC, Oct. 2024
N. Q. T. Thoong, A. A. Cheema, S. R. Khosravirad, O. A. Dobre, T. Q. Duong, “Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model,” in Proc. of IEEE Vehicular Technology Conference (VTC2024-Fall), Washington DC, Dec. 2024
B.-N. D. Tran, M. Fahim, A. A. Cheema, S. Czarnuch, B. D. E. McNiven, O. A. Dobre, and T. Q. Duong, “Estimation of Energy Expenditure in Wearable Healthcare Technology by Quantum-Based LSTM Modeling,” in Proc. International Conference on Quantum Communications, Networking, and Computing (QCNC‘24), Kanazawa, Japan, July 2024 (invited paper)
U. Khalid, T. Q. Duong, and H. Shin, “Artificial Neural Networks for Quantum Sensing: Metrologically Resourceful State Detection,” in Proc. International Conference on Quantum Communications, Networking, and Computing (QCNC‘24), Kanazawa, Japan, July 2024
S. N. Paing, T. Q. Duong, and H. Shin, “Counterfactual Long-Distance Quantum Communication,” in Proc. International Conference on Quantum Communications, Networking, and Computing (QCNC‘24), Kanazawa, Japan, July 2024
N. Q. T. Thoong, A. A. Cheema, O. A. Dobre, and T. Q. Duong, “Quantum Machine Learning Applications for 6G: A Channel Estimation Scenario,” in Proc. 12th IET Colloquium On Antennas, Wireless and Electromagnetics (CAWE), Belfast, UK, May 2024
N. Chaudhry, S. L. Cotton, N. Simmons, C. R. C. M. Da Silva, O. Yurduseven, P. C. Sofotasios, M. Matthaiou, T. Q. Duong, “Channel Measurements at 6.4 GHz for IEEE 802.11be WLAN,” in Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Valencia, Spain, Sept. 2024
M. G. Doone, S. L. Cotton, C. R. M. Da Silva, O. Yurduseven, M. A. B Abbasi, M. Matthaiou, and T. Q. Duong, “Signal Propagation Characteristics at 6 GHz and 60 GHz for Wi-Fi 8 UHR in Future Factories,” in Proc. IEEE International Symposium on Antennas and Propagation (ISAP’24), Florence, Italy, July, 2024.
N. Chaudhry, S. L. Cotton, N. Simmons, C. R. C. M. Da Silva, O. Yurduseven, P. C. Sofotasios, M. Matthaiou, and T. Q. Duong, “A Statistical Analysis of Sub-7 GHz Radio Channels used for IEEE 802.11be WLAN,” in Proc. IEEE International Symposium on Antennas and Propagation (ISAP’24), Florence, Italy, July, 2024
B. Hazarika, K. Singh, T. Q. Duong, and O. A. Dobre, “Quantum-Driven Context-Aware Federated Learning in Heterogeneous Vehicular Metaverse Ecosystem,” in Proc. IEEE International Conference on Communications (ICC’24), Denver, CO, June 2024
T. A. Lestari, S. Kurma, K. Singh, A. Paul, and T. Q. Duong, “Active STAR-RIS Assisted Digital Twin-based URLLC Internet-of-Things Networks,” in Proc. IEEE International Conference on Communications (ICC’24), Denver, CO, June 2024
A. Paul, K. Singh, C.-P. Li, and T. Q. Duong, “URLLC Latency Minimization in Interweave CRNs Using Digital Twin and DRL Approach,” in Proc. IEEE International Conference on Communications (ICC’24), Denver, CO, June 2024
E. Ak, B. Canberk, V. Sharma, T. Q. Duong, “What-if Analysis Framework of Digital Twin Networks for Wireless Network Management,” in Proc. International Wireless Communications & Mobile Computing Conference (IWCMC’24), Cybrus, April 2024 (best paper award)
F. Naz, M. Fahim, A. A. Cheema, T.-V. Cao, N. T. Viet, and T. Q. Duong, “Features Inspired PM2.5 Prediction: A Belfast City Case Study, in Proc. International Conference on Industrial Networks and Intelligent Systems (INISCOM’24), Da Nang, Vietnam, February 2024.
M. Megarry, A. Masaracchia, M. Fahim, V. Sharma, T. Q. Duong, “Understanding the Security Implications in O-RAN with Abusive Adversaries,” in Proc. International Conference on Industrial Networks and Intelligent Systems (INISCOM’24), Da Nang, Vietnam, February 2024 2023
E. Ak, K. Huseynov, B. Canberk, M. Fahim, O. A. Dobre, T. Q. Duong, “Digital-Twin enabled Dairy Farming for Greenhouse Gas Emission Tracking,” in Proc. 31st Irish Conference on Artificial Intelligence and Cognitive Science, Donegal, Ireland, December 2023.
T. Do-Duy, D. V. Huynh, E. Garcia-Palacios,T.-V. Cao, V. Sharma and T. Q. Duong, “Joint Computation and Communication Resource Allocation for Unmanned Aerial Vehicle NOMA Systems,” in Proc. IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Edinburg, UK, November 2023. (best paper award)
K. Sigh, T. Q. Duong, et al., “RSMA-Integrated Full-Duplex Communications for Better Energy and Spectral-Efficiency Trade-off”, in Proc. of IEEE Global Communications Conference Workshop (GLOBECOM’23 Workshop), Kuala Lumpur, Malaysia, December 2023.
T. Lu, L. Chen, J. Zhang, C. Chen, T. Q. Duong and M. Matthaiou, “Precoding Design for Key Generation in Near-Field Extremely Large-Scale MIMO Communications,” in Proc. of IEEE Global Communications Conference Workshop (GLOBECOM’23 Workshop), Kuala Lumpur, Malaysia, December 2023.