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\n \n 2025\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n Deep Unfolding-Empowered mmWave Massive MIMO Joint Communications and Sensing.\n \n \n \n\n\n \n Nguyen, N. T.; Nguyen, L. V; Shlezinger, N.; Eldar, Y. C; Swindlehurst, A L.; and Juntti, M.\n\n\n \n\n\n\n In
2025 IEEE 5th International Symposium on Joint Communications & Sensing (JC&S), pages 1–6, 2025. IEEE\n
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@inproceedings{nguyen2025deep,\n title={Deep Unfolding-Empowered mmWave Massive MIMO Joint Communications and Sensing},\n author={Nguyen, Nhan Thanh and Nguyen, Ly V and Shlezinger, Nir and Eldar, Yonina C and Swindlehurst, A Lee and Juntti, Markku},\n booktitle={2025 IEEE 5th International Symposium on Joint Communications \\& Sensing (JC\\&S)},\n pages={1--6},\n year={2025},\n organization={IEEE}\n}\n\n\n
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\n \n 2024\n \n \n (10)\n \n \n
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\n\n \n \n \n \n \n RIS-aided interference cancellation for joint device-to-device and cellular communications.\n \n \n \n\n\n \n Nguyen, L. V; and Swindlehurst, A L.\n\n\n \n\n\n\n In
2024 IEEE International Conference on Communications Workshops (ICC Workshops), pages 602–607, 2024. IEEE\n
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@inproceedings{nguyen2024ris,\n title={RIS-aided interference cancellation for joint device-to-device and cellular communications},\n author={Nguyen, Ly V and Swindlehurst, A Lee},\n booktitle={2024 IEEE International Conference on Communications Workshops (ICC Workshops)},\n pages={602--607},\n year={2024},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n A deep reinforcement learning approach for autonomous reconfigurable intelligent surfaces.\n \n \n \n\n\n \n Choi, H.; Nguyen, L. V; Choi, J.; and Swindlehurst, A L.\n\n\n \n\n\n\n In
2024 IEEE International Conference on Communications Workshops (ICC Workshops), pages 208–213, 2024. IEEE\n
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@inproceedings{choi2024deep,\n title={A deep reinforcement learning approach for autonomous reconfigurable intelligent surfaces},\n author={Choi, Hyuckjin and Nguyen, Ly V and Choi, Junil and Swindlehurst, A Lee},\n booktitle={2024 IEEE International Conference on Communications Workshops (ICC Workshops)},\n pages={208--213},\n year={2024},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Variational Bayes for joint channel estimation and data detection in few-bit massive MIMO systems.\n \n \n \n\n\n \n Nguyen, L. V; Swindlehurst, A L.; and Nguyen, D. H.\n\n\n \n\n\n\n
IEEE Transactions on Signal Processing. 2024.\n
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@article{nguyen2024variational,\n title={Variational Bayes for joint channel estimation and data detection in few-bit massive MIMO systems},\n author={Nguyen, Ly V and Swindlehurst, A Lee and Nguyen, Duy HN},\n journal={IEEE Transactions on Signal Processing},\n year={2024},\n publisher={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Exploitation of symmetrical non-convexity for symbol-level DFRC signal design.\n \n \n \n\n\n \n Nguyen, L. V; Liu, R.; and Swindlehurst, A L.\n\n\n \n\n\n\n In
ICC 2024-IEEE International Conference on Communications, pages 299–304, 2024. IEEE\n
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@inproceedings{nguyen2024exploitation,\n title={Exploitation of symmetrical non-convexity for symbol-level DFRC signal design},\n author={Nguyen, Ly V and Liu, Rang and Swindlehurst, A Lee},\n booktitle={ICC 2024-IEEE International Conference on Communications},\n pages={299--304},\n year={2024},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Jammer mitigation in absorptive RIS-assisted uplink NOMA.\n \n \n \n\n\n \n Tabeshnezhad, A.; Zhu, Y.; Vilenskiy, A.; Nguyen, V. L.; Swindlehurst, A L.; and Svensson, T.\n\n\n \n\n\n\n
arXiv preprint arXiv:2408.16786. 2024.\n
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@article{tabeshnezhad2024jammer,\n title={Jammer mitigation in absorptive RIS-assisted uplink NOMA},\n author={Tabeshnezhad, Azadeh and Zhu, Yuqing and Vilenskiy, Artem and Nguyen, Van Ly and Swindlehurst, A Lee and Svensson, Tommy},\n journal={arXiv preprint arXiv:2408.16786},\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n Symbol Level Precoding for Systems with Improper Gaussian Interference.\n \n \n \n\n\n \n Liu, L.; Liu, R.; Nguyen, L. V; and Swindlehurst, A L.\n\n\n \n\n\n\n
arXiv preprint arXiv:2409.07034. 2024.\n
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@article{liu2024symbol,\n title={Symbol Level Precoding for Systems with Improper Gaussian Interference},\n author={Liu, Lu and Liu, Rang and Nguyen, Ly V and Swindlehurst, A Lee},\n journal={arXiv preprint arXiv:2409.07034},\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n Channel Estimation in Low-Resolution Near-Field Massive MIMO Systems.\n \n \n \n\n\n \n Nguyen, L. V; Nguyen, D. H.; Atzeni, I.; Tölli, A.; and Swindlehurst, A L.\n\n\n \n\n\n\n In
2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop (SAM), pages 1–5, 2024. IEEE\n
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\n
@inproceedings{nguyen2024channel,\n title={Channel Estimation in Low-Resolution Near-Field Massive MIMO Systems},\n author={Nguyen, Ly V and Nguyen, Duy HN and Atzeni, Italo and T{\\"o}lli, Antti and Swindlehurst, A Lee},\n booktitle={2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop (SAM)},\n pages={1--5},\n year={2024},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Deep Unfolding-Empowered MmWave Massive MIMO Joint Communications and Sensing.\n \n \n \n\n\n \n Thanh Nguyen, N.; Nguyen, L. V; Shlezinger, N.; Eldar, Y. C; Swindlehurst, A L.; and Juntti, M.\n\n\n \n\n\n\n
arXiv e-prints,arXiv–2411. 2024.\n
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\n
@article{thanh2024deep,\n title={Deep Unfolding-Empowered MmWave Massive MIMO Joint Communications and Sensing},\n author={Thanh Nguyen, Nhan and Nguyen, Ly V and Shlezinger, Nir and Eldar, Yonina C and Swindlehurst, A Lee and Juntti, Markku},\n journal={arXiv e-prints},\n pages={arXiv--2411},\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n Decision-directed hybrid RIS channel estimation with minimal pilot overhead.\n \n \n \n\n\n \n Nguyen, L. V; and Swindlehurst, A L.\n\n\n \n\n\n\n
IEEE Transactions on Communications, 72(10): 6505–6519. 2024.\n
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@article{nguyen2024decision,\n title={Decision-directed hybrid RIS channel estimation with minimal pilot overhead},\n author={Nguyen, Ly V and Swindlehurst, A Lee},\n journal={IEEE Transactions on Communications},\n volume={72},\n number={10},\n pages={6505--6519},\n year={2024},\n publisher={IEEE}\n}\n\n\n
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\n \n 2023\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n One-bit massive MIMO precoding for frequency-selective fading channels.\n \n \n \n\n\n \n Nguyen, L. V; Liu, L.; Linh-Trung, N.; and Swindlehurst, A L.\n\n\n \n\n\n\n In
2023 IEEE Statistical Signal Processing Workshop (SSP), pages 324–328, 2023. IEEE\n
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@inproceedings{nguyen2023one,\n title={One-bit massive MIMO precoding for frequency-selective fading channels},\n author={Nguyen, Ly V and Liu, Lu and Linh-Trung, Nguyen and Swindlehurst, A Lee},\n booktitle={2023 IEEE Statistical Signal Processing Workshop (SSP)},\n pages={324--328},\n year={2023},\n organization={IEEE}\n}\n\n\n
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\n \n 2022\n \n \n (5)\n \n \n
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\n\n \n \n \n \n \n Deep learning for estimation and pilot signal design in few-bit massive MIMO systems.\n \n \n \n\n\n \n Nguyen, L. V; Nguyen, D. H.; and Swindlehurst, A L.\n\n\n \n\n\n\n
IEEE Transactions on Wireless Communications, 22(1): 379–392. 2022.\n
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\n
@article{nguyen2022deep,\n title={Deep learning for estimation and pilot signal design in few-bit massive MIMO systems},\n author={Nguyen, Ly V and Nguyen, Duy HN and Swindlehurst, A Lee},\n journal={IEEE Transactions on Wireless Communications},\n volume={22},\n number={1},\n pages={379--392},\n year={2022},\n publisher={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Variational Bayes inference for data detection in cell-free massive MIMO.\n \n \n \n\n\n \n Nguyen, L. V; Ngo, H. Q.; Tran, L.; Swindlehurst, A L.; and Nguyen, D. H.\n\n\n \n\n\n\n In
2022 56th Asilomar Conference on Signals, Systems, and Computers, pages 727–732, 2022. IEEE\n
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@inproceedings{nguyen2022variational,\n title={Variational Bayes inference for data detection in cell-free massive MIMO},\n author={Nguyen, Ly V and Ngo, Hien Quoc and Tran, Le-Nam and Swindlehurst, A Lee and Nguyen, Duy HN},\n booktitle={2022 56th Asilomar Conference on Signals, Systems, and Computers},\n pages={727--732},\n year={2022},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n A variational Bayesian perspective on MIMO detection with low-resolution ADCs.\n \n \n \n\n\n \n Nguyen, L. V; Swindlehurst, A L.; and Nguyen, D. H.\n\n\n \n\n\n\n In
2022 56th Asilomar Conference on Signals, Systems, and Computers, pages 22–26, 2022. IEEE\n
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@inproceedings{nguyen2022variational,\n title={A variational Bayesian perspective on MIMO detection with low-resolution ADCs},\n author={Nguyen, Ly V and Swindlehurst, A Lee and Nguyen, Duy HN},\n booktitle={2022 56th Asilomar Conference on Signals, Systems, and Computers},\n pages={22--26},\n year={2022},\n organization={IEEE}\n}\n\n\n
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\n \n 2021\n \n \n (5)\n \n \n
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\n\n \n \n \n \n \n Machine learning-based reconfigurable intelligent surface-aided MIMO systems.\n \n \n \n\n\n \n Nguyen, N. T.; Nguyen, L. V; Huynh-The, T.; Nguyen, D. H.; Swindlehurst, A L.; and Juntti, M.\n\n\n \n\n\n\n In
2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pages 101–105, 2021. IEEE\n
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@inproceedings{nguyen2021machine,\n title={Machine learning-based reconfigurable intelligent surface-aided MIMO systems},\n author={Nguyen, Nhan Thanh and Nguyen, Ly V and Huynh-The, Thien and Nguyen, Duy HN and Swindlehurst, A Lee and Juntti, Markku},\n booktitle={2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},\n pages={101--105},\n year={2021},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n SVM-based channel estimation and data detection for one-bit massive MIMO systems.\n \n \n \n\n\n \n Nguyen, L. V; Swindlehurst, A L.; and Nguyen, D. H.\n\n\n \n\n\n\n
IEEE Transactions on Signal Processing, 69: 2086–2099. 2021.\n
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@article{nguyen2021svm,\n title={SVM-based channel estimation and data detection for one-bit massive MIMO systems},\n author={Nguyen, Ly V and Swindlehurst, A Lee and Nguyen, Duy HN},\n journal={IEEE Transactions on Signal Processing},\n volume={69},\n pages={2086--2099},\n year={2021},\n publisher={IEEE}\n}\n\n\n
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\n \n 2020\n \n \n (2)\n \n \n
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\n \n 2019\n \n \n (3)\n \n \n
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\n \n 2018\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n A multistage system for automatic detection of epileptic spikes.\n \n \n \n\n\n \n Anh-Dao, N. T.; Linh-Trung, N.; Van Nguyen, L.; Tran-Duc, T.; Boashash, B.; and others\n\n\n \n\n\n\n
REV Journal on Electronics and Communications, 8(1-2). 2018.\n
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@article{anh2018multistage,\n title={A multistage system for automatic detection of epileptic spikes},\n author={Anh-Dao, Nguyen Thi and Linh-Trung, Nguyen and Van Nguyen, Ly and Tran-Duc, Tan and Boashash, Boualem and others},\n journal={REV Journal on Electronics and Communications},\n volume={8},\n number={1-2},\n year={2018}\n}\n\n\n
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\n \n 2014\n \n \n (1)\n \n \n
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