📝 Submitted and Under Revision

1. I. Welgamage, S. Tavakolian, A. Zaker, A. Alkhateeb, M. Juntti, and N. T. Nguyen, "Knowledge distillation for distributed vision-assisted beam management in mmWave communications," 2025. (manuscript in preparation)
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2. S. Tavakolian, A. Zaker, A. Alkhateeb, M. Juntti, and N. T. Nguyen, "GNN-enabled mmWave beam prediction using sub-6GHz channels in cell-free massive MIMO systems," 2025. (manuscript in preparation)
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3. M. Ma, N. T. Nguyen, N. Shlezinger, Y. C. Eldar, and M. Juntti, "Attention-Enhanced Learning for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications," IEEE ICASSP, 2025. (submitted)
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   @article{ma2025attention,
     title={Attention-Enhanced Learning for Sensing-Assisted Long-Term Beam Tracking in {mmWave} Communications},
     author={Ma, Mengyuan and Nguyen, Nhan Thanh and Shlezinger, Nir and Eldar, Yonina C and Juntti, Markku},
     journal={arXiv preprint arXiv:2509.11725},
     year={2025}
   }

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4. M. Ma, N. T. Nguyen, N. Shlezinger, Y. C. Eldar, A. L. Swindlehurst, and M. Juntti, "Knowledge Distillation for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications," IEEE Transactions on Wireless Communications, 2025. (submitted)
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   @article{ma2025knowledge,
     title={Knowledge Distillation for Sensing-Assisted Long-Term Beam Tracking in {mmWave} Communications},
     author={Ma, Mengyuan and Nguyen, Nhan Thanh and Shlezinger, Nir and Eldar, Yonina C and Swindlehurst, A Lee and Juntti, Markku},
     journal={arXiv preprint arXiv:2509.11419},
     year={2025}
   }

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5. T. Fang, N. T. Nguyen, and M. Juntti, "Deep Unfolded Shifted Power Iteration based ISAC Beamforming for Sum Rate and CRLB Balancing," IEEE Transactions on Vehicular Technology, 2025. (submitted)
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6. T. D. Gian, V.-D. Nguyen, Vo P. S., N. T. Nguyen, D. T. Hoang, D. N. Nguyen, Nguyen C. L., and S. Chatzinotas, "WiLHPE: Advanced WiFi-based HPE with Lightweight Dynamic Convolutional Kernels and Multi-Modal Sensors," IEEE Transactions on Mobile Computing, 2025. (submitted)
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7. A. Zaker, N. T. Nguyen, A. Alkhateeb, and M. Juntti, "Data-free knowledge distillation for LiDAR-aided beam tracking," IEEE Transactions on Vehicular Technology, 2025. (submitted)
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8. N. T. Nguyen, M. Ma, N. Shlezinger, Y. C. Eldar, A. L. Swindlehurst, and M. Juntti, "Knowledge distillation for collaborative learning in distributed communications and sensing," IEEE Communications Magazine, 2025. (major revision)
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9. T. Fang, M. Ma, M. Juntti, N. Shlezinger, A. L. Swindlehurst, and N. T. Nguyen, "Optimal ISAC Beamforming Structure and Efficient Algorithms for Sum Rate and CRLB Balancing," IEEE Transactions on Signal Processing, 2025. (major revision)
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   @article{fang2025optimal,
     title={Optimal {ISAC} Beamforming Structure and Efficient Algorithms for Sum Rate and {CRLB} Balancing},
     author={Fang, Tianyu and Ma, Mengyuan and Juntti, Markku and Shlezinger, Nir and Swindlehurst, A Lee and Nguyen, Nhan Thanh},
     journal={arXiv preprint arXiv:2503.09489},
     year={2025}
   }

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10. I. Perera, N. T. Nguyen, P. Pirinen, and N. Rajatheva,, "Bi-Static ISAC Beamforming Design in Multi-User MIMO Systems," IEEE Transactions on Vehicular Technology, 2025. (major revision)
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11. S. Uniyal, N. T. Nguyen, G. Kumar, M. D. Renzo, and M. Juntti, "Outage, Symbol Error Probability, and Rate of RIS-Assisted MIMO Systems with Phase Errors," IEEE Transactions on Communications, 2025. (major revision)
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12. S. Bhandari, Thang X. Vu, N. T. Nguyen, and S. Chatzinotas, "ISAC-Enabled Handover Design in LEO Satellite Networks," IEEE Transactions on Communications, 2025. (major revision)
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13. L. V. Nguyen, R. Liu, N. T. Nguyen, M. Juntti, B. Ottersten, and A. L. Swindlehurst, "Exploiting Symmetric Non-Convexity for Multi-Objective Symbol-Level DFRC Signal Design," IEEE Transactions on Wireless Communications, 2025. (minor revision)
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📄 Journal Publications

1. P. Zivuku, V.-D. Nguyen, N. T. Nguyen, K. Ntontin, S. Chatzinotas, and B. Ottersten, "Resource Allocation for RIS-Enhanced OFDM-MIMO ISAC Systems," IEEE Transactions on Communications, 2025. (accepted)
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2. D. Abueida, M. A. Albreem, S. Abdallah, A. A. Salem, S. Shahabuddin, K. Alnajjar, M. Saad, N. T. Nguyen, M. Juntti, "Signal Processing for Cell-Free Massive MIMO: Techniques and Trends in Estimation, Detection, and Precoding," IEEE Open Journal of the Communications Society, 2025. (accepted)
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3. H. T. Nguyen, V.-D. Nguyen, N. T. Nguyen, N. C. Luong, V.-N. Q. Bao, H. Q. Ngo, D. Niyato, and S. Chatzinotas, "Energy Efficiency for Massive MIMO Integrated Sensing and Communication Systems," IEEE Journal on Selected Areas in Communications, 2025. (accepted)
   BibTeX

   @article{nguyen2025energy,
     title={Energy Efficiency for Massive {MIMO} Integrated Sensing and Communication Systems},
     author={Nguyen, Huy T and Nguyen, Van-Dinh and Nguyen, Nhan Thanh and Luong, Nguyen Cong and Bao, Vo-Nguyen Quoc and Ngo, Hien Quoc and Niyato, Dusit and Chatzinotas, Symeon},
     journal={IEEE J. Sel. Areas Commun.},
     volume={},
     number={},
     pages={},
     year={2025},
     publisher={IEEE}
   }

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4. A. Zaker, N. T. Nguyen, A. Alkhateeb, and M. Juntti, "Dynamic Joint Sensing and Communication Beamforming Design: A Lyapunov Approach," IEEE Communications Letters, 2025. (accepted)
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   @article{zakeri2025dynamic,
     title={Dynamic Joint Communications and Sensing Precoding Design: {A Lyapunov} Approach},
     author={Zakeri, Abolfazl and Nguyen, Nhan Thanh and Alkhateeb, Ahmed and Juntti, Markku},
     journal={arXiv preprint arXiv:2503.14054},
     volume={},
     number={},
     pages={},
     year={2025}
   }

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5. M. Ma, N. T. Nguyen, I. Atzeni, A. L. Swindlehurst, and M. Juntti, "Digital and Hybrid Precoding Designs in Massive MIMO with Low-Resolution ADCs," IEEE Wireless Communications Letters, vol. 14, no. 8, pp. 2446–2450, Aug. 2025.
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   @article{ma2025digital,
     title={Digital and Hybrid Precoding Designs in Massive {MIMO} with Low-Resolution {ADCs}},
     author={Ma, Mengyuan and Nguyen, Nhan Thanh and Atzeni, Italo and Swindlehurst, A Lee and Juntti, Markku},
     journal={IEEE Wireless Commun. Lett.},
     volume={14},
     number={8},
     pages={2446--2450},
     year={2025},
     publisher={IEEE}
   }

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6. M. Ma, N. T. Nguyen, I. Atzeni, and M. Juntti, "Joint Beamforming Design and Bit Allocation in Massive MIMO with Resolution-Adaptive ADCs," IEEE Transactions on Wireless Communications, 2025. (accepted)
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   @article{ma2025joint,
     title={Joint beamforming design and bit allocation in massive {MIMO} with resolution-adaptive {ADCs}},
     author={Ma, Mengyuan and Nguyen, Nhan Thanh and Atzeni, Italo and Juntti, Markku},
     journal={IEEE Trans. Wireless Commun.},
     volume={},
     number={},
     pages={},
     year={2025},
     publisher={IEEE}
   }

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7. N. T. Nguyen, V.-D. Nguyen, H. V. Nguyen, H. Q. Ngo, A. L. Swindlehurst, and M. Juntti, "Performance Analysis and Power Allocation for Massive MIMO ISAC," IEEE Transactions on Signal Processing, vol. 73, pp. 1691–1707, Mar. 2025. (Top reading 2025)
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   @article{nguyen2025performance,
     title={Performance analysis and power allocation for massive {MIMO ISAC} systems},
     author={Nguyen, Nhan Thanh and Nguyen, Van-Dinh and Nguyen, Hieu V and Ngo, Hien Quoc and Swindlehurst, A Lee and Juntti, Markku},
     journal={IEEE Trans. Signal Process.},
     volume={73},
     number={},
     pages={1691–1707},
     year={2025},
     publisher={IEEE}
   }

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8. E. Egashira, D. M. Osorio, N. T. Nguyen, and M. Juntti, "Secure mmWave MIMO Networks Employing Hybrid Active-Passive RIS," IEEE Transactions on Communications, 2024 (accepted).
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   @article{egashira2024secure,
     title={Secure mmWave {MIMO} Networks Employing Hybrid Active-Passive {RIS}},
     author={Egashira, Edson Nobuyuki and Osorio, Diana Pamela Moya and Nguyen, Nhan Thanh and Juntti, Markku},
     journal={IEEE Trans. Commun.},
     volume={},
     number={},
     pages={},
     year={2024},
     publisher={IEEE}
   }

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9. N. T. Nguyen, L. V. Nguyen, N. Shlezinger, Y. C. Eldar, A. L. Swindlehurst, and M. Juntti, "Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding," IEEE Journal of Selected Topics in Signal Processing, vol. 18, no. 5, pp. 901–916, Jul. 2024. (Top reading and download in 2024–2025, invited to present at IEEE 2026 SPS Webinar)
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   @article{nguyen2024joint,
     title={Joint communications and sensing hybrid beamforming design via deep unfolding},
     author={Nguyen, Nhan Thanh and Nguyen, Ly V and Shlezinger, Nir and Eldar, Yonina C and Swindlehurst, A Lee and Juntti, Markku},
     journal={IEEE J. Sel. Topics Signal Process.},
     volume={18},
     number={5},
     pages={901–916},
     year={2024},
     publisher={IEEE}
   }

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10. M. Ma, N. T. Nguyen, and M. Juntti, "Switch-Based Hybrid Beamforming Transceiver Design for Wideband Communications With Beam Squint," IEEE Transactions on Vehicular Technology, vol. 74, no. 2, pp. 2840–2855, Sep. 2024.
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    @article{ma2024switch,
      title={Switch-based hybrid beamforming transceiver design for wideband communications with beam squint},
      author={Ma, Mengyuan and Nguyen, Nhan Thanh and Juntti, Markku},
      journal={IEEE Trans. Veh. Technol.},
      volume={74},
      number={2},
      pages={2840–2855},
      year={2024},
      publisher={IEEE}
    }

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11. I. Bilbao, E. Iradier, J. Montalban, P. Angueira, N. T. Nguyen, and M. Juntti, "Deep Unfolding-Powered Analog Beamforming for In-Band Full-Duplex," IEEE Open Journal of the Communications Society, vol. 5, pp. 3753–3761, Jun. 2024.
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    @article{bilbao2024deep,
      title={Deep unfolding-powered analog beamforming for in-band full-duplex},
      author={Bilbao, I{\~n}igo and Iradier, Eneko and Montalb{\'a}n, Jon and Angueira, Pablo and Nguyen, Nhan Thanh and Juntti, Markku},
      journal={IEEE Open J. Commun. Society},
      volume={5},
      number={},
      pages={3753--3761},
      year={2024},
      publisher={IEEE}
    }

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12. N. Shlezinger, M. Ma, O. Lavi, N. T. Nguyen, Y. C. Eldar, and M. Juntti, "Artificial Intelligence-Empowered Hybrid Multiple-Input/Multiple-Output Beamforming: Learning to Optimize for High-Throughput Scalable MIMO," IEEE Vehicular Technology Magazine, vol. 19, no. 3, pp. 58–67, 2024.
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    @article{shlezinger2024artificial,
      title={Artificial intelligence-empowered hybrid multiple-input/multiple-output beamforming: {L}earning to optimize for high-throughput scalable {MIMO}},
      author={Shlezinger, Nir and Ma, Mengyuan and Lavi, Ortal and Nguyen, Nhan Thanh and Eldar, Yonina C and Juntti, Markku},
      journal={IEEE Veh. Technol. Mag.},
      volume={19},
      number={3},
      pages={58--67},
      year={2024},
      publisher={IEEE}
    }

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13. N. T. Nguyen, V.-D. Nguyen, Q. Wu, A. Tolli, S. Chatzinotas, and M. Juntti, "Fairness Enhancement of UAV Systems with Hybrid Active-Passive RIS," IEEE Transactions on Wireless Communications, vol. 23, no. 5, pp. 4379–4396, 2023.
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    @article{nguyen2023fairness,
      title={Fairness enhancement of {UAV} systems with hybrid active-passive {RIS}},
      author={Nguyen, Nhan Thanh and Nguyen, Van-Dinh and Van Nguyen, Hieu and Wu, Qingqing and T{\"o}lli, Antti and Chatzinotas, Symeon and Juntti, Markku},
      journal={IEEE Trans. Wireless Commun.},
      volume={23},
      number={5},
      pages={4379--4396},
      year={2023},
      publisher={IEEE}
    }

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14. V.-D. Nguyen, T. X. Vu, N. T. Nguyen, D. C. Nguyen, M. Juntti, Nguyen C. L., Dinh T. H., D. N. Nguyen, and S. Chatzinotas, "Network-Aided Intelligent Traffic Steering in 6G ORAN: A Multi-Layer Optimization Framework," IEEE Journal on Selected Areas in Communications, vol. 42, no. 2, pp. 398–405, Nov. 2023.
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    @article{nguyen2023network,
      title={Network-aided intelligent traffic steering in {6G O-RAN: A} multi-layer optimization framework},
      author={Nguyen, Van-Dinh and Vu, Thang X and Nguyen, Nhan Thanh and Nguyen, Dinh C and Juntti, Markku and Luong, Nguyen Cong and Hoang, Dinh Thai and Nguyen, Diep N and Chatzinotas, Symeon},
      journal={IEEE J. Sel. Areas Commun.},
      volume={42},
      number={2},
      pages={389--405},
      year={2023},
      publisher={IEEE}
    }

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15. N. T. Nguyen, M. Ma, O. Lavi, N. Shlezinger, Y. C. Eldar, A. L. Swindlehurst, and M. Juntti, "Deep Unfolding Hybrid Beamforming Design for THz Massive MIMO Systems," IEEE Transactions on Signal Processing, vol. 71, pp. 3788–3804, Oct. 2023. (Top reading in 2023–2024)
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    @article{nguyen2023deep,
      title={Deep unfolding hybrid beamforming designs for {THz} massive {MIMO} systems},
      author={Nguyen, Nhan Thanh and Ma, Mengyuan and Lavi, Ortal and Shlezinger, Nir and Eldar, Yonina C and Swindlehurst, A Lee and Juntti, Markku},
      journal={IEEE Trans. Signal Process.},
      volume={71},
      pages={3788--3804},
      year={2023},
      publisher={IEEE}
    }

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16. N. T. Nguyen, N. Shlezinger, Y. C. Eldar, and M. Juntti, "Multiuser MIMO Wideband Joint Communications and Sensing System with Subcarrier Allocation," IEEE Transactions on Signal Processing, vol. 71, pp. 2997–3013, Aug. 2023. (Top reading and download in 2023–2024, IEEE SPS Webinar, Slides)
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    @article{nguyen2023multiuser,
      title={Multiuser {MIMO} wideband joint communications and sensing system with subcarrier allocation},
      author={Nguyen, Nhan Thanh and Shlezinger, Nir and Eldar, Yonina C and Juntti, Markku},
      journal={IEEE Trans. Signal Process.},
      volume={71},
      pages={2997--3013},
      year={2023},
      publisher={IEEE}
    }

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17. N. T. Nguyen, V.-D. Nguyen, V.-H. Nguyen, H. Q. Ngo, S. Chatzinotas, and M. Juntti, "Spectral Efficiency Analysis of Hybrid Relay-Reflecting Intelligent Surface-Assisted Cell-Free Massive MIMO Systems," IEEE Transactions on Wireless Communications, vol. 22, no. 5, pp. 3397–3416, Nov. 2022.
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    @article{nguyen2022spectral,
      title={Spectral efficiency analysis of hybrid relay-reflecting intelligent surface-assisted cell-free massive {MIMO} systems},
      author={Nguyen, Nhan Thanh and Nguyen, Van-Dinh and Van Nguyen, Hieu and Ngo, Hien Quoc and Chatzinotas, Symeon and Juntti, Markku},
      journal={IEEE Trans. Wireless Commun.},
      volume={22},
      number={5},
      pages={3397--3416},
      year={2022},
      publisher={IEEE}
    }

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18. L. V. Nguyen, N. T. Nguyen, N. H. Tran, M. Juntti, A. L. Swindlehurst, and D. H. N. Nguyen, "Leveraging Deep Neural Networks for Massive MIMO Data Detection," IEEE Wireless Communications, vol. 30, no. 1, pp. 174–180, May 2022.
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    @article{nguyen2022leveraging,
      title={Leveraging deep neural networks for massive {MIMO} data detection},
      author={Nguyen, Ly V and Nguyen, Nhan T and Tran, Nghi H and Juntti, Markku and Swindlehurst, A Lee and Nguyen, Duy HN},
      journal={IEEE Wireless Commun.},
      volume={30},
      number={1},
      pages={174--180},
      year={2022},
      publisher={IEEE}
    }

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19. A. Shojaeifard, K.-K. Wong, K.-F. Tong, Z. Chu, A. Mourad, A. Haghighat, I. Hemadeh, N. T. Nguyen, V. Tapio, and M. Juntti, "MIMO Evolution Beyond 5G Through Reconfigurable Intelligent Surfaces and Fluid Antenna Systems," Proceedings of the IEEE, vol. 110, no. 9, pp. 1244–1265, May 2022.
    BibTeX

    @article{shojaeifard2022mimo,
      title={MIMO evolution beyond 5G through reconfigurable intelligent surfaces and fluid antenna systems},
      author={Shojaeifard, Arman and Wong, Kai-Kit and Tong, Kin-Fai and Chu, Zhiyuan and Mourad, Alain and Haghighat, Afshin and Hemadeh, Ibrahim and Nguyen, Nhan Thanh and Tapio, Visa and Juntti, Markku},
      journal={Proc. IEEE},
      volume={110},
      number={9},
      pages={1244--1265},
      year={2022},
      publisher={IEEE}
    }

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20. N. T. Nguyen, K. Lee, and H. Dai, "Hybrid Beamforming and Adaptive RF Chain Activation for Cell-Free Millimeter-Wave Massive MIMO Systems," IEEE Transactions on Vehicular Technology, vol. 71, no. 8, pp. 8739–8755, May 2022.
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    @article{nguyen2022hybrid,
      title={Hybrid beamforming and adaptive {RF} chain activation for uplink cell-free millimeter-wave massive {MIMO} systems},
      author={Nguyen, Nhan Thanh and Lee, Kyungchun and Dai, Huaiyu},
      journal={IEEE Trans. Veh. Technol.},
      volume={71},
      number={8},
      pages={8739--8755},
      year={2022},
      publisher={IEEE}
    }

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21. N. T. Nguyen, Q.-D. Vu, K. Lee, and M. Juntti, "Hybrid Relay-Reflecting Intelligent Surface-Assisted Wireless Communications," IEEE Transactions on Vehicular Technology, vol. 71, no. 6, pp. 6228–6244, Mar. 2022 (Two (2) Best Paper Awards for conference versions).
    BibTeX

    @article{nguyen2022hybrid,
      title={Hybrid relay-reflecting intelligent surface-assisted wireless communications},
      author={Nguyen, Nhan Thanh and Vu, Quang-Doanh and Lee, Kyungchun and Juntti, Markku},
      journal={IEEE Trans. Veh. Technol.},
      volume={71},
      number={6},
      pages={6228--6244},
      year={2022},
      publisher={IEEE}
    }

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22. N. T. Nguyen, K. Lee, and H. Dai, "Application of Deep Learning to Sphere Decoding for Massive MIMO Systems," IEEE Transactions on Wireless Communications, vol. 20, no. 10, pp. 6787–6803, May 2021.
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    @article{nguyen2021application,
      title={Application of deep learning to sphere decoding for large {MIMO} systems},
      author={Nguyen, Nhan Thanh and Lee, Kyungchun and DaiIEEE, Huaiyu},
      journal={IEEE Trans. Wireless Commun.},
      volume={20},
      number={10},
      pages={6787--6803},
      year={2021},
      publisher={IEEE}
    }

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23. Q.-V. Pham, N. T. Nguyen, T. T. Huynh, L. B. Le, K. Lee, W.-J. Hwang, "Intelligent Radio Signal Processing: A Survey," IEEE Access, vol. 9, pp. 83818–83850, Jun. 2021.
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    @article{pham2021intelligent,
      title={Intelligent radio signal processing: {A} survey},
      author={Pham, Quoc-Viet and Nguyen, Nhan Thanh and Huynh-The, Thien and Le, Long Bao and Lee, Kyungchun and Hwang, Won-Joo},
      journal={IEEE Access},
      volume={9},
      pages={83818--83850},
      year={2021},
      publisher={IEEE}
    }

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24. G. M. Gadiel, N. T. Nguyen, and K. Lee, "Dynamic Unequally Sub-Connected Hybrid Beamforming Architecture for Massive MIMO Systems," IEEE Transactions on Vehicular Technology, vol. 70, no. 4, pp. 3469–3478, Mar. 2021.
    BibTeX

    @article{gadiel2021dynamic,
      title={Dynamic unequally sub-connected hybrid beamforming architecture for massive {MIMO} systems},
      author={Gadiel, Godwin Mruma and Nguyen, Nhan Thanh and Lee, Kyungchun},
      journal={IEEE Trans. Veh. Technol.},
      volume={70},
      number={4},
      pages={3469--3478},
      year={2021},
      publisher={IEEE}
    }

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25. N. T. Nguyen and K. Lee, "Deep Learning-Aided Tabu Search Detection for Large MIMO Systems," IEEE Transactions on Wireless Communications, vol. 19, no. 6, pp. 4262–4275, Jun. 2020.
    BibTeX

    @article{nguyen2020deep,
      title={Deep learning-aided tabu search detection for large {MIMO} systems},
      author={Nguyen, Nhan Thanh and Lee, Kyungchun},
      journal={IEEE Trans. Wireless Commun.},
      volume={19},
      number={6},
      pages={4262--4275},
      year={2020},
      publisher={IEEE}
    }

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26. N. T. Nguyen and K. Lee, "Unequally Sub-Connected Architecture for Hybrid Beamforming in Massive MIMO Systems," IEEE Transactions on Wireless Communications, vol. 19, no. 2, pp. 1127–1140, Feb. 2020.
    BibTeX

    @article{nguyen2019unequally,
      title={Unequally sub-connected architecture for hybrid beamforming in massive {MIMO} systems},
      author={Nguyen, Nhan Thanh and Lee, Kyungchun},
      journal={IEEE Trans. Wireless Commun.},
      volume={19},
      number={2},
      pages={1127--1140},
      year={2019},
      publisher={IEEE}
    }

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27. N. T. Nguyen and K. Lee, "Groupwise Neighbor Examination for Tabu Search Detection in Large MIMO Systems," IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 1136–1140, Jan. 2020.
    BibTeX

    @article{nguyen2019groupwise,
      title={Groupwise neighbor examination for tabu search detection in large {MIMO} systems},
      author={Nguyen, Nhan Thanh and Lee, Kyungchun},
      journal={IEEE Trans. Veh. Technol.},
      volume={69},
      number={1},
      pages={1136--1140},
      year={2019},
      publisher={IEEE}
    }

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28. N. T. Nguyen, K. Lee, and H. Dai, "QR-Decomposition-Aided Tabu Search Detection for Large MIMO Systems," IEEE Transactions on Vehicular Technology, vol. 68, no. 5, pp. 4857–4870, May 2019.
    BibTeX

    @article{nguyen2019qr,
      title={QR-decomposition-aided tabu search detection for large {MIMO} systems},
      author={Nguyen, Nhan Thanh and Lee, Kyungchun and Dai, Huaiyu},
      journal={IEEE Trans. Veh. Technol.},
      volume={68},
      number={5},
      pages={4857--4870},
      year={2019},
      publisher={IEEE}
    }

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29. N. T. Nguyen and K. Lee, "Coverage and Cell-Edge Sum-Rate Analysis of MmWave Massive MIMO Systems with ORP Schemes and MMSE Receivers," IEEE Transactions on Signal Processing, vol. 66, no. 20, pp. 5349–5363, Oct. 2018.
    BibTeX

    @article{nguyen2018coverage,
      title={Coverage and cell-edge sum-rate analysis of mmWave massive {MIMO} systems with {ORP} schemes and {MMSE} receivers},
      author={Nguyen, Nhan Thanh and Lee, Kyungchun},
      journal={IEEE Trans. Signal Process.},
      volume={66},
      number={20},
      pages={5349--5363},
      year={2018},
      publisher={IEEE}
    }

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30. N. T. Nguyen and K. Lee, "Cell Coverage Extension with Orthogonal Random Precoding for Massive MIMO Systems," IEEE Access, vol. 5, Apr. 2017.
    BibTeX

    @article{nguyen2017cell,
      title={Cell coverage extension with orthogonal random precoding for massive {MIMO} systems},
      author={Nguyen, Nhan Thanh and Lee, Kyungchun},
      journal={IEEE Access},
      volume={5},
      pages={5410--5424},
      year={2017},
      publisher={IEEE}
    }

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🎤 Conference Publications

1. H. T. Nguyen, T.-H. Nguyen, Vo N. Q. B., V.-D. Nguyen, and N. T. Nguyen, "Energy Efficiency Maximization for RIS-aided Integrated Sensing and Communication," RIVF International Conference on Computing and Communication Technologies, 2025 (accepted).
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2. H. T. Nguyen, N. T. Nguyen, Nguyen C. L., T.-H. Nguyen, and Vo N. Q. B., "Max-Min Rate Optimization for Reconfigurable Intelligent Surfaces Aided ISAC Systems," 24th International Symposium on Communications and Information Technologies (ISCIT), 2025 (accepted).
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3. A. Zaker, N. T. Nguyen, A. Alkhateeb, and M. Juntti, "Constrained Multimodal Sensing-Aided Communications: A Dynamic Beamforming Design," IEEE Global Communications Conference (GLOBECOM), 2025 (accepted).
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4. P. Tran, N. T. Nguyen, and M. Juntti, "Deep Reinforcement Learning for Hybrid RIS Assisted MIMO Communications," Asilomar Conference on Signals, Systems, and Computers (ASILOMAR), 2025 (accepted).
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5. N. T. Nguyen and M. Juntti, "Hybrid RIS-aided Wireless Communications," International Symposium on Antennas and Propagation (ISAP), 2025 (Best Paper Award).
   BibTeX

   BIBTEX

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6. A. Raza, NN. T. Nguyen, and M. Juntti, "Deep Unfolding of Atomic Norm Minimization for DoA Estimation," IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2025 (accepted).
   BibTeX

   @inproceedings{raza2025deep,
     title={Deep Unfolding of Atomic Norm Minimization for {DoA} Estimation},
     author={Raza, Ali and Nguyen, Nhan Thanh and Juntti, Markku},
     booktitle={IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC)},
     pages={1--5},
     year={2025}
   }

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7. S. Uniyal, N. T. Nguyen, and M. Juntti, "Outage and Capacity Analysis of HRIS-Aided RSMA Systems," IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2025.
   BibTeX

   @inproceedings{uniyal2025outage,
     title={Outage and Capacity Analysis of {HRIS}-Aided {RSMA} Systems},
     author={Uniyal, Smriti and Nguyen, Nhan Thanh and Kumar, Guddu and Juntti, Markku},
     booktitle={2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC)},
     pages={1--5},
     year={2025}
   }

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8. S. Tavakolian, N. T. Nguyen, and M. Juntti, "Sparse Semantic Encoding for Reduced Data Load in Vision-Position Aided mmWave Beam Prediction," German Microwave Conference, 2025.
   BibTeX

   @inproceedings{tavakolian2025sparse,
     title={Sparse Semantic Encoding for Reduced Data Load in Vision-Position Aided {mmWave} Beam Prediction},
     author={Tavakolian, Sina and Nguyen, Nhan and Juntti, Markku},
     booktitle={2025 16th German Microwave Conference (GeMiC)},
     pages={514--517},
     year={2025}
   }

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9. M. Hatami, N. T. Nguyen, and M. Juntti, "Energy Efficient Waveform Design and Subcarrier Allocation for Multicarrier MIMO JCAS," IEEE Wireless Communications and Networking Conference (WCNC), 2025.
   BibTeX

   @inproceedings{hatami2025energy,
     title={Energy Efficient Waveform Design and Subcarrier Allocation for Multicarrier {MIMO JCAS}},
     author={Hatami, Mohammad and Nguyen, Nhan Thanh and Juntti, Markku},
     booktitle={2025 IEEE Wireless Communications and Networking Conference (WCNC)},
     pages={1--6},
     year={2025}
   }

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10. M. Ma, N. T. Nguyen, I. Atzeni, and M. Juntti, "Hybrid Receiver Design for Massive MIMO-OFDM With Low-Resolution ADCs and Oversampling," IEEE Wireless Communications and Networking Conference (WCNC), 2025.
    BibTeX

    @inproceedings{ma2025hybrid,
      title={Hybrid receiver design for massive {MIMO-OFDM} with low-resolution {ADCs} and oversampling},
      author={Ma, Mengyuan and Nguyen, Nhan Thanh and Atzeni, Italo and Juntti, Markku},
      booktitle={2025 IEEE Wireless Communications and Networking Conference (WCNC)},
      pages={1--6},
      year={2025}
    }

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11. S. Uniyal, N. T. Nguyen, G. Kumar, M. D. Renzo, and M. Juntti, "Sum Rate and Cramér-Rao Lower Bound Analysis for RIS-Assisted Multiuser Large-Antenna ISAC," IEEE Wireless Communications and Networking Conference (WCNC), 2025.
    BibTeX

    @inproceedings{uniyal2025sum,
      title={Sum Rate and {C}ram{\'e}r-{Rao} Lower Bound Analysis for {RIS}-Assisted Multiuser Large-Antenna {ISAC}},
      author={Uniyal, Smriti and Nguyen, Nhan Thanh and Kumar, Guddu and Di Renzo, Marco and Juntti, Markku},
      booktitle={2025 IEEE Wireless Communications and Networking Conference (WCNC)},
      pages={1--6},
      year={2025}
    }

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12. M. Ma, T. Fang, N. Shlezinger, L. Swindlehurst, M. Juntti, and N. T. Nguyen, "Model-Based Machine Learning for Max-Min Fairness Beamforming Design in JCAS Systems," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025.
    BibTeX

    @inproceedings{ma2025model,
      title={Model-Based Machine Learning for Max-Min Fairness Beamforming Design in {JCAS} Systems},
      author={Ma, Mengyuan and Fang, Tianyu and Shlezinger, Nir and Swindlehurst, AL and Juntti, Markku and Nguyen, Nhan},
      booktitle={ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
      pages={1--5},
      year={2025}
    }

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13. T. Fang, N. T. Nguyen, and M. Juntti, "Low-Complexity Cramér–Rao Lower Bound and Sum Rate Optimization in ISAC Systems," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025.
    BibTeX

    @inproceedings{fang2025low,
      title={Low-complexity {C}ram{\'e}r-{Rao} lower bound and sum rate optimization in {ISAC} systems},
      author={Fang, Tianyu and Nguyen, Nhan Thanh and Juntti, Markku},
      booktitle={ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
      pages={1--5},
      year={2025}
    }

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14. T. D. Phan, D. Q. Nguyen, N. Takanen, N. T. Nguyen, M. Juntti, and P. J. Soh, "ML-Assisted RIS for ISAC Systems: Initial Results in the 6G Study Band," European Conference on Antennas and Propagation (EuCAP), 2025.
    BibTeX

    @inproceedings{phan2025ml,
      title={ML-Assisted {RIS} for {ISAC} Systems: {I}nitial Results in the {6G} Study Band},
      author={Phan, Duy Tung and Nguyen, Quoc Duy and Takanen, Niklas and Nguyen, Thanh Nhan and Juntti, Markku and Soh, Ping Jack},
      booktitle={2025 19th European Conference on Antennas and Propagation (EuCAP)},
      pages={1--5},
      year={2025}
    }

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15. N. T. Nguyen, L. V. Nguyen, N. Shlezinger, Y. C. Eldar, A. L. Swindlehurst, and M. Juntti, "Deep Unfolding-Empowered MmWave Massive MIMO Joint Communications and Sensing," IEEE Joint Communications and Sensing Symposium (JC&S), 2025.
    BibTeX

    @inproceedings{nguyen2025deep,
      title={Deep Unfolding-Empowered mmWave Massive {MIMO} Joint Communications and Sensing},
      author={Nguyen, Nhan Thanh and Nguyen, Ly V and Shlezinger, Nir and Eldar, Yonina C and Swindlehurst, A Lee and Juntti, Markku},
      booktitle={2025 IEEE 5th International Symposium on Joint Communications \& Sensing (JC\&S)},
      pages={1--6},
      year={2025}
    }

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16. M. Hatami, N. T. Nguyen, and M. Juntti, "Joint Waveform Design and Sub-Carrier Allocation for Multiuser MIMO ISAC," IEEE JC&S Symposium, 2024.
    BibTeX

    @INPROCEEDINGS{10880646,
      author={Hatami, Mohammad and Nguyen, Nhan Thanh and Juntti, Markku},
      booktitle={2025 IEEE 5th International Symposium on Joint Communications & Sensing (JC&S)}, 
      title={Joint Waveform Design and Sub-Carrier Allocation for Multiuser {MIMO ISAC}}, 
      year={2025},
      volume={},
      number={},
      pages={1-6},
      doi={10.1109/JCS64661.2025.10880646}}
    

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17. P. Mobaraki, N. T. Nguyen, and M. Juntti, "Deep Unfolding-Empowered Energy Efficiency Optimization in RIS-Assisted Wireless Communications," International Workshop on Energy-Aware Mobile IoT (Eware-IoT), 2024.
    BibTeX

    @inproceedings{mobaraki2024deep,
      title={Deep Unfolding-Empowered Energy Efficiency Optimization in {RIS}-Assisted Wireless Communications},
      author={Mobaraki, Pouya and T. Nguyen, Nhan and Juntti, Markku},
      booktitle={Proceedings of the 14th International Conference on the Internet of Things},
      pages={238--243},
      year={2024}
    }

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18. S. Uniyal, N. T. Nguyen, G. Kumar, and M. Juntti, "Outage Probability and Capacity Analysis of Active RIS-Assisted UAV RSMA Communications," IEEE Global Communications Conference (GLOBECOM), 2024.
    BibTeX

    @inproceedings{uniyal2024outage,
      title={Outage Probability and Capacity Analysis of Active {RIS}-Assisted {UAV RSMA} Communications},
      author={Uniyal, Smriti and Nguyen, Nhan Thanh and Kumar, Guddu and Juntti, Markku},
      booktitle={GLOBECOM 2024-2024 IEEE Global Communications Conference},
      pages={2882--2887},
      year={2024}
    }

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19. N. T. Nguyen, T. Fang, H. Q. Ngo, and M. Juntti, "Multi-static Cell-Free Massive MIMO ISAC: Performance Analysis and Optimization," Asilomar Conference on Signals, Systems, and Computers (ASILOMAR), 2024.
    BibTeX

    @inproceedings{nguyen2024multi,
      title={Multi-Static Cell-Free Massive {MIMO ISAC}: {P}erformance Analysis and Power Allocation},
      author={Nguyen, Nhan Thanh and Fang, Tianyu and Ngo, Hien Quoc and Juntti, Markku},
      booktitle={2024 58th Asilomar Conference on Signals, Systems, and Computers},
      pages={647--652},
      year={2024}
    }

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20. T. Fang, N. T. Nguyen, and M. Juntti, "Beamforming Design for Max-Min Fairness Performance Balancing in ISAC Systems," IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sept. 2024, Lucca, Italy.
    BibTeX

    @inproceedings{fang2024beamforming,
      title={Beamforming design for max-min fairness performance balancing in {ISAC} systems},
      author={Fang, Tianyu and Nguyen, Nhan Thanh and Juntti, Markku},
      booktitle={2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},
      pages={336--340},
      year={2024}
    }

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21. M. Hatami, N. T. Nguyen, and M. Juntti, "Waveform Design for Multi-Carrier Multi-User MIMO Joint Communications and Sensing," IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sept. 2024, Lucca, Italy.
    BibTeX

    @inproceedings{hatami2024waveform,
      title={Waveform design for multi-carrier multiuser {MIMO} joint communications and sensing},
      author={Hatami, Mohammad and Nguyen, Nhan and Juntti, Markku},
      booktitle={2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},
      pages={346--350},
      year={2024}
    }

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22. T. D. Gian, T.-H. Nguyen, N. T. Nguyen, and V.-D. Nguyen, "WiLHPE: WiFi-enabled Lightweight Channel Frequency Dynamic Convolution for HPE Tasks," IEEE International Conference on Communications and Electronics (ICCE), Aug. 2024, Da Nang City, Vietnam.
    BibTeX

    @inproceedings{gian2024wilhpe,
      title={WiLHPE: WiFi-enabled Lightweight Channel Frequency Dynamic Convolution for {HPE} Tasks},
      author={Gian, Toan D and Nguyen, Tien-Hoa and Nguyen, Nhan Thanh and Nguyen, Van-Dinh},
      booktitle={2024 Tenth International Conference on Communications and Electronics (ICCE)},
      pages={516--521},
      year={2024}
    }

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23. I. Bilbao, N. T. Nguyen, D. P. Moya Osorio, V. Tapio, M. Juntti, E. Iradier, J. Montalbán, and P. Angueira, "Physical layer security beamforming design via deep unfolding," IEEE International Mediterranean Conference on Communications and Networking (MEDITCOM), July 2024, Madrid, Spain.
    BibTeX

    @inproceedings{bilbao2024physical,
      title={Physical Layer Security Beamforming Design via Deep Unfolding},
      author={Bilbao, I{\~n}igo and Nguyen, Nhan T and Osorio, Diana P Moya and Tapio, Visa and Juntti, Markku and Iradier, Eneko and Montalb{\'a}n, Jon and Angueira, Pablo},
      booktitle={2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)},
      pages={251--256},
      year={2024}
    }

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24. N. T. Nguyen, V.-D. Nguyen, H. V. Nguyen, H. Q. Ngo, A. L. Swindlehurst, and M. Juntti, "Massive MIMO Joint Communications and Sensing with MRT Beamforming," IEEE Radar Conference (RadarConf24), 2024, Denver, CO, USA.
    BibTeX

    @inproceedings{nguyen2024massive,
      title={Massive {MIMO} joint communications and sensing with {MRT} beamforming},
      author={Nguyen, Nhan T and Nguyen, V-Dinh and Nguyen, Hieu V and Ngo, Hien Q and Swindlehurst, AL and Juntti, Markku},
      booktitle={2024 IEEE Radar Conference (RadarConf24)},
      pages={1--6},
      year={2024}
    }

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25. P. Krishnananthalingam, N. T. Nguyen, and M. Juntti, "Constant Modulus Waveform Design for Wideband Multicarrier Joint Communications and Sensing via Deep Unfolding," IEEE Wireless Communications and Networking Conference (WCNC), 2024.
    BibTeX

    @inproceedings{krishnananthalingam2024constant,
      title={Constant modulus waveform design for wideband multicarrier joint communications and sensing via deep unfolding},
      author={Krishnananthalingam, Prashanth and Nguyen, Nhan Thanh and Juntti, Markku},
      booktitle={2024 IEEE Wireless Communications and Networking Conference (WCNC)},
      pages={1--6},
      year={2024}
    }

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26. V.-D. Nguyen, T. X. Vu, N. T. Nguyen, D. C. Nguyen, M. Juntti, Nguyen C. L., Dinh T. H., D. N. Nguyen, and S. Chatzinotas, "Enabling Intelligent Traffic Steering in A Hierarchical Open Radio Access Network," IEEE Global Communications Conference (GLOBECOM), 2023, Kuala Lumpur, Malaysia.
    BibTeX

    @inproceedings{nguyen2023enabling,
      title={Enabling Intelligent Traffic Steering in A Hierarchical Open Radio Access Network},
      author={Nguyen, Van-Dinh and Vu, Thang X and Nguyen, Nhan Thanh and Nguyen, Dinh C and Juntti, Markku and Luong, Nguyen Cong and Hoang, Dinh Thai and Nguyen, Diep N and Chatzinotas, Symeon},
      booktitle={GLOBECOM 2023-2023 IEEE Global Communications Conference},
      pages={5232--5237},
      year={2023}
    }

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27. N. T. Nguyen, L. V. Nguyen, N. Shlezinger, A. L. Swindlehurst, and M. Juntti, "Fast Deep Unfolded Hybrid Beamforming in Multiuser Large MIMO Systems," Asilomar Conference on Signals, Systems, and Computers (ASILOMAR), 2023, Pacific Grove, CA, USA. (accepted)
    BibTeX

    @inproceedings{nguyen2023fast,
      title={Fast deep unfolded hybrid beamforming in multiuser large {MIMO} systems},
      author={Nguyen, Nhan Thanh and Van Nguyen, Ly and Shlezinger, Nir and Swindlehurst, A Lee and Juntti, Markku},
      booktitle={2023 57th Asilomar Conference on Signals, Systems, and Computers},
      pages={486--490},
      year={2023}
    }

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28. M. Ma, N. T. Nguyen, I. Atzeni, and M. Juntti, "Analysis of Oversampling in Uplink Massive MIMO-OFDM with Low-Resolution ADCs," IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sept. 2023, Shanghai, China. (Best Student Paper Award)
    BibTeX

    @inproceedings{ma2023analysis,
      title={Analysis of oversampling in uplink massive {MIMO-OFDM} with low-resolution {ADCs}},
      author={Ma, Mengyuan and Nguyen, Nhan Thanh and Atzeni, Italo and Juntti, Markku},
      booktitle={2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},
      pages={626--630},
      year={2023}
    }

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29. N. T. Nguyen, N. Shlezinger, K.-H. Ngo, V.-D. Nguyen, and M. Juntti, "Joint communications and sensing design for multi-carrier MIMO systems," IEEE Statistical Signal Processing Workshop (SSP), July 2023, Hanoi, Vietnam. (Best Paper Award)
    BibTeX

    @inproceedings{nguyen2023joint,
      title={Joint communications and sensing design for multi-carrier {MIMO} systems},
      author={Nguyen, Nhan Thanh and Shlezinger, Nir and Ngo, Khac-Hoang and Nguyen, Van-Dinh and Juntti, Markku},
      booktitle={2023 IEEE Statistical Signal Processing Workshop (SSP)},
      pages={110--114},
      year={2023}
    }

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30. N. T. Nguyen, M. Ma, N. Shlezinger, Y. C. Eldar, A. L. Swindlehurst, and M. Juntti, "Deep unfolding-enabled hybrid beamforming design for mmWave massive MIMO systems," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), June 2023, Rhodes Island, Greece.
    BibTeX

    @inproceedings{nguyen2023deep,
      title={Deep unfolding-enabled hybrid beamforming design for {mmWave} massive {MIMO} systems},
      author={Nguyen, Nhan and Ma, Mengyuan and Shlezinger, Nir and Eldar, Yonina C and Swindlehurst, A Lee and Juntti, Markku},
      booktitle={ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
      pages={1--5},
      year={2023}
    }

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31. M. Ma, N. T. Nguyen, and M. Juntti, "Beam Squint Analysis and Mitigation via Hybrid Beamforming Design in THz Communications," IEEE International Conference on Communications (ICC), May 2023, Rome, Italy.
    BibTeX

    @inproceedings{ma2023beam,
      title={Beam squint analysis and mitigation via hybrid beamforming design in {THz} communications},
      author={Ma, Mengyuan and Nguyen, Nhan Thanh and Juntti, Markku},
      booktitle={ICC 2023-IEEE International Conference on Communications},
      pages={6486--6491},
      year={2023}
    }

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32. N. T. Nguyen, J. Kokkoniemi, and M. Juntti, "Beam Squint Effects in THz Communications with UPA and ULA: Comparison and Hybrid Beamforming Design," IEEE Global Communications Conference (GLOBECOM) Workshop, Dec. 2022, Rio de Janeiro, Brazil.
    BibTeX

    @inproceedings{nguyen2022beam,
      title={Beam squint effects in {THz} communications with {UPA and ULA: C}omparison and hybrid beamforming design},
      author={Nguyen, Nhan Thanh and Kokkoniemi, Joonas and Juntti, Markku},
      booktitle={2022 IEEE Globecom Workshops (GC Wkshps)},
      pages={1754--1759},
      year={2022}
    }

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33. N. T. Nguyen, V.-D. Nguyen, Q. Wu, A. Tolli, S. Chatzinotas, and M. Juntti, "Hybrid Active-Passive Reconfigurable Intelligent Surface-Assisted UAV Communications," IEEE Global Communications Conference (GLOBECOM), Dec. 2022, Rio de Janeiro, Brazil.
    BibTeX

    @inproceedings{nguyen2022hybrid,
      title={Hybrid active-passive reconfigurable intelligent surface-assisted {UAV} communications},
      author={Nguyen, Nhan T and Nguyen, V-Dinh and Wu, Qingqing and T{\"o}lli, Antti and Chatzinotas, Symeon and Juntti, Markku},
      booktitle={GLOBECOM 2022-2022 IEEE Global Communications Conference},
      pages={3126--3131},
      year={2022}
    }

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34. N. T. Nguyen, V.-D. Nguyen, Q. Wu, A. Tolli, S. Chatzinotas, and M. Juntti, "Hybrid Active-Passive Reconfigurable Intelligent Surface-Assisted Multi-User MISO Systems," IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), July 2022, Oulu, Finland.
    BibTeX

    @inproceedings{nguyen2022hybrid,
      title={Hybrid active-passive reconfigurable intelligent surface-assisted multi-user {MISO} systems},
      author={Nguyen, Nhan T and Nguyen, V-Dinh and Wu, Qingqing and T{\"o}lli, Antti and Chatzinotas, Symeon and Juntti, Markku},
      booktitle={2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC)},
      pages={1--5},
      year={2022}
    }

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35. N. T. Nguyen, V.-D. Nguyen, H. V. Nguyen, H. Q. Ngo, S. Chatzinotas, and M. Juntti, "Downlink Throughput of Cell-Free Massive MIMO Systems Assisted by Hybrid Relay-Reflecting Intelligent Surfaces," IEEE International Conference on Communications (ICC), May 2022, Seoul, South Korea.
    BibTeX

    @inproceedings{nguyen2022downlink,
      title={Downlink throughput of cell-free massive {MIMO} systems assisted by hybrid relay-reflecting intelligent surfaces},
      author={Nguyen, Nhan T and Nguyen, V and Nguyen, Hieu V and Ngo, Hien Q and Chatzinotas, Symeon and Juntti, Markku and others},
      booktitle={ICC 2022: IEEE International Conference on Communications},
      year={2022},
      organization={Institute of Electrical and Electronics Engineers}
    }

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36. E. Egashira, D. Osorio, N. T. Nguyen, and M. Juntti, "Secrecy Capacity Maximization for a Hybrid Relay-RIS Scheme in mmWave MIMO Networks," IEEE Vehicular Technology Conference (VTC Spring), June 2022, Helsinki, Finland.
    BibTeX

    @inproceedings{egashira2022secrecy,
      title={Secrecy capacity maximization for a hybrid relay-{RIS} scheme in {mmWave MIMO} networks},
      author={Egashira, Edson Nobuyuki and Osorio, Diana Pamela Moya and Nguyen, Nhan Thanh and Juntti, Markku},
      booktitle={2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring)},
      pages={1--6},
      year={2022}
    }

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37. T. H.-The, Q.-V. Pham, T.-V. Nguyen, V.-S. Doan, N. T. Nguyen, D. B. d. Costa, and D.-S. Kim, "Densely-Accumulated Convolutional Network for Accurate LPI Radar Waveform Recognition," IEEE Global Communications Conference (GLOBECOM), Dec. 2021, Madrid, Spain.
    BibTeX

    @inproceedings{huynh2021densely,
      title={Densely-accumulated convolutional network for accurate {LPI} radar waveform recognition},
      author={Huynh-The, Thien and Pham, Quoc-Viet and Nguyen, Toan-Van and Doan, Van-Sang and Nguyen, Nhan Thanh and da Costa, Daniel Benevides and Kim, Dong-Seong},
      booktitle={2021 IEEE Global Communications Conference (GLOBECOM)},
      pages={1--6},
      year={2021}
    }

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38. M. Ma, N. T. Nguyen, and M. Juntti, "Switch-based Hybrid Beamforming for Wideband Multi-Carrier Communications," IEEE International ITG Workshop on Smart Antennas (WSA), Nov. 2021, French Riviera, France.
    BibTeX

    @inproceedings{ma2021switch,
      title={Switch-based hybrid beamforming for wideband multi-carrier communications},
      author={Ma, Mengyuan and Nguyen, Nhan Thanh and Juntti, Markku},
      booktitle={WSA 2021; 25th International ITG Workshop on Smart Antennas},
      pages={1--6},
      year={2021},
      organization={VDE}
    }

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39. M. Ma, N. T. Nguyen, and M. Juntti, "Closed-Form Hybrid Beamforming Solution for Spectral Efficiency Upper Bound Maximization in MmWave MIMO-OFDM Systems," IEEE Vehicular Technology Conference (VTC Fall), Sept. 2021, Norman, OK, USA.
    BibTeX

    @inproceedings{ma2021closed,
      title={Closed-form hybrid beamforming solution for spectral efficiency upper bound maximization in {mmWave MIMO-OFDM} systems},
      author={Ma, Mengyuan and Nguyen, Nhan Thanh and Juntti, Markku},
      booktitle={2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall)},
      pages={1--5},
      year={2021}
    }

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40. K.-H. Ngo, N. T. Nguyen, T. Q. Dinh, T.-M. Hoang, and M. Juntti, "Low-Latency and Secure Computation Offloading Assisted by Hybrid Relay-Reflecting Intelligent Surface," International Conference on Advanced Technologies for Communications (ATC), Oct. 2021, Hanoi, Vietnam. (Best Paper Award)
    BibTeX

    @inproceedings{ngo2021low,
      title={Low-latency and secure computation offloading assisted by hybrid relay-reflecting intelligent surface},
      author={Ngo, Khac-Hoang and Nguyen, Nhan Thanh and Dinh, Thinh Quang and Hoang, Trong-Minh and Juntti, Markku},
      booktitle={2021 International Conference on Advanced Technologies for Communications (ATC)},
      pages={306--311},
      year={2021}
    }

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41. N. T. Nguyen, L. V. Nguyen, T. Huynh-T., D. H. N. Nguyen, A. L. Swindlehurst, and M. Juntti, "Machine Learning-based Reconfigurable Intelligent Surface-aided MIMO Systems," IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sept. 2021, Lucca, Italy.
    BibTeX

    @inproceedings{nguyen2021machine,
      title={Machine learning-based reconfigurable intelligent surface-aided {MIMO} systems},
      author={Nguyen, Nhan Thanh and Nguyen, Ly V and Huynh-The, Thien and Nguyen, Duy HN and Swindlehurst, A Lee and Juntti, Markku},
      booktitle={2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},
      pages={101--105},
      year={2021}
    }

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42. J. He, N. T. Nguyen, R. Schroeder, Visa Tapio, J. Kokkoniemi, and M. Juntti, "Channel Estimation and Hybrid Architectures for RIS-Assisted Communications," EuCNC & 6G Summit, June 2021, Grenoble, France.
    BibTeX

    @inproceedings{he2021channel,
      title={Channel estimation and hybrid architectures for {RIS}-assisted communications},
      author={He, Jiguang and Nguyen, Nhan Thanh and Schroeder, Rafaela and Tapio, Visa and Kokkoniemi, Joonas and Juntti, Markku},
      booktitle={2021 Joint European Conference on Networks and Communications \& 6G Summit (EuCNC/6G Summit)},
      pages={60--65},
      year={2021}
    }

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43. N. T. Nguyen, Q.-D. Vu, K. Lee, and M. Juntti, "Spectral Efficiency Optimization for Hybrid Relay-Reflecting Intelligent Surface," IEEE International Conference on Communications (ICC) Workshop, June 2021, Montreal, Canada.
    BibTeX

    @inproceedings{nguyen2021spectral,
      title={Spectral efficiency optimization for hybrid relay-reflecting intelligent surface},
      author={Nguyen, Nhan Thanh and Vu, Quang-Doanh and Lee, Kyungchun and Juntti, Markku},
      booktitle={2021 IEEE International Conference on Communications Workshops (ICC Workshops)},
      pages={1--6},
      year={2021}
    }

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