Publications

Journal:

1. Ly V. Nguyen, Junil Choi, Bjorn Ottersten, and A. Lee Swindlehurst, “Channel-coded precoding for multi-user MISO systems,” IEEE Transactions on Wireless Communications (TWC), Early Access, 2025 (Arxiv). 

(I discovered intriguing results on an open problem).

2. Lu Liu, Rang Liu, Ly V. Nguyen, A. Lee Swindlehurst, “Symbol Level Precoding for Systems with Improper Gaussian Interference,” submitted for journal publication, 2024 (https://arxiv.org/abs/2409.07034).

3. Azadeh Tabeshnezhad, Yuqing Zhu, Artem Vilenskiy, Ly V. Nguyen, A. Lee Swindlehurst, Tommy Svensson, “Jammer Mitigation in Absorptive RIS-Assisted Uplink NOMA,” submitted for journal publication, 2024 (https://arxiv.org/abs/2408.16786).

4. Nhan T. Nguyen, Ly V Nguyen, Nir Shlezinger, Yonina C Eldar, A Lee Swindlehurst, and Markku Juntti, “Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding,” IEEE J. Select. Topics Signal Process., vol. 18, no. 5, pp. 901–916, July 2024.

5. Ly V Nguyen and A Lee Swindlehurst, “Decision-Directed Hybrid RIS Channel Estimation with Minimal Pilot Overhead,” IEEE Trans. Commun., vol. 72, no. 10, pp. 6505–6519, Oct. 2024.

6. Ly V. Nguyen, A. Lee Swindlehurst, and Duy H. N. Nguyen, “Variational Bayes for Joint Channel Estimation and Data Detection in Few-Bit Massive MIMO Systems,” IEEE Trans. Signal Process., vol. 72, pp. 3408–3423, July 2024.

7. Tran Trong Duy, Ly V. Nguyen, Nguyen Linh Trung, Karim Abed-Meraim, “Fisher information estimation using neural networks,” REV J. Electronics and Commun. vol. 13, no. 1–2, Jan.–June, 2023.

8. Ly V. Nguyen, Duy H. N. Nguyen, and A. Lee Swindlehurst, “Deep learning for estimation and pilot signal design in few-bit massive MIMO systems,” IEEE Trans. Wireless Commun., vol. 22, no. 1, pp. 379–392, Jan. 2023.

9. Ly V. Nguyen, Nhan T. Nguyen, Nghi H. Tran, Markku Juntti, A. Lee Swindlehurst, and Duy H. N. Nguyen, “Leveraging deep neural networks for massive MIMO data detection,” IEEE Wireless Commun. Mag., vol. 30, no. 1, pp. 174–180, Feb. 2023.

10. Ly V. Nguyen, A. Lee Swindlehurst, and Duy H. N. Nguyen, “Linear and deep neural network-based receivers for massive MIMO systems with one-bit ADCs,” IEEE Trans. Wireless Commun., vol. 20, no. 11, pp. 7333–7345, Nov. 2021.

11. Ly V. Nguyen, A. Lee Swindlehurst, and Duy H. N. Nguyen, “SVM-based channel estimation and data detection for one-bit massive MIMO systems,” IEEE Trans. Signal Process., vol. 69, pp. 2086–2099, Mar. 2021.

12. Ly V. Nguyen, Duy T. Ngo, Nghi H. Tran, A. Lee Swindlehurst, and Duy H. N. Nguyen, “Supervised and semi-supervised learning for MIMO blind detection with low-resolution ADCs,” IEEE Trans. Wireless Commun., vol. 19, no. 4, pp. 2427–2442, Apr. 2020.

13. Tran Thi Thuy Quynh, Ngo Khac Hoang, Nguyen Van Ly, Nguyen Linh Trung, Nguyen Quoc Tuan, Ejder Bastug, Sylvain Azarian, Le Vu Ha, Vo Nguyen Quoc Bao, Tran Xuan Nam, Mérouane Debbah, and Pierre Duhamel, “Network coding with multimedia transmission and cognitive networking: An implementation based on software-defined radio,” REV J. Electronics and Commun., vol. 10, no. 3–4, July–Dec., 2020.

14. Nguyen Thi Anh-Dao, Nguyen Linh-Trung, Ly Van Nguyen, Tan Tran-Duc, Nguyen The Hoang Anh, and Boualem Boashash, “A multistage system for automatic detection of epileptic spikes,” REV J. Electronics and Commun. vol. 8, no. 1–2, Jan.–June, 2018.

Conference:

1. Nhan T. Nguyen, Ly V. Nguyen, Nir Shlezinger, Yonina C Eldar, A Lee Swindlehurst, and Markku Juntti, “Deep unfolding-empowered mmWave massive MIMO joint communications and sensing,” accepted to IEEE International Symposium on Joint Communications  and Sensing (JC&S), 2025.

2. Ly V. Nguyen, Duy H. N. Nguyen, Italo Atzeni, Antti Tölli, and A. Lee Swindlehurst, “Channel Estimation in Low-Resolution Near-Field Massive MIMO Systems,” in Proc. IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), Corvallis, OR, USA, 2024. 

3. Ly V. Nguyen, Rang Liu, and A. Lee Swindlehurst, “Exploitation of Symmetrical Non-Convexity for Symbol-Level DFRC Signal Design,” in Proc. IEEE Int. Conf. Commun. (ICC), Denver, CO, USA, 2024. 

4. Ly V. Nguyen and A. Lee Swindlehurst, “RIS-Aided Interference Cancellation for Joint Device-to-Device and Cellular Communications,” in Proc. IEEE Int. Conf. Commun. (ICC) Workshops, Denver, CO, USA, 2024. 

5. Hyuckjin Choi, Ly V. Nguyen, Junil Choi, and A. Lee Swindlehurst, “A Deep Reinforcement Learning Approach for Autonomous Reconfigurable Intelligent Surfaces,” in Proc. IEEE Int. Conf. Commun. (ICC) Workshops, Denver, CO, USA, 2024. 

6. Nhan T. Nguyen, Ly V. Nguyen, Nir Shlezinger, A. Lee Swindlehurst, and Markku Juntti, “Fast Deep Unfolded Hybrid Beamforming in Multiuser Large MIMO Systems,” Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2023. 

7. Ly V. Nguyen, Lu Liu, Nguyen Linh-Trung, and A. Lee Swindlehurst, “One-Bit Massive MIMO Precoding for Frequency-Selective Fading Channels,” in Proc. Statistical Signal Processing (SSP) Workshop, Hanoi, Vietnam, July 2023.

8. Ly V. Nguyen, A. Lee Swindlehurst, and Duy H. N. Nguyen, “A Variational Bayesian Perspective on MIMO Detection with Low-Resolution ADCs,” in Proc. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2022. 

9. Ly V. Nguyen, Hien Quoc Ngo, Le-Nam Tran, A. Lee Swindlehurst, and Duy H. N. Nguyen, “Variational Bayes Inference for Data Detection in Cell-Free Massive MIMO,” in Proc. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2022. 

10. Tran Trong Duy, Ly V. Nguyen, Viet-Dung Nguyen, Nguyen Linh Trung, Karim Abed-Meraim, “Fisher information neural estimation,” European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, Aug., 2022.

11. Nhan T. Nguyen, Ly V. Nguyen, Thien Huynh-The, Duy H. N. Nguyen, A. Lee Swindlehurst, and Markku Juntti, “Machine learning-based Reconfigurable Intelligent Surface-aided MIMO systems,” in Proc. IEEE Int. Workshop on Signal Process. Advances for Wireless Commun. (SPAWC), Lucca, Italy, Sept. 2021.

12. Ly V. Nguyen, Duy H. N. Nguyen, and A. Lee Swindlehurst, “DNN-based detectors for massive MIMO systems with low-resolution ADCs,” in Proc. IEEE Int. Conf. Commun. (ICC), Montreal, Canada, June 2021.

13. Ly V. Nguyen, Duy H. N. Nguyen, and A. Lee Swindlehurst, “SVM-based channel estimation and data detection for massive MIMO systems with one-bit ADCs,” in Proc. IEEE Int. Conf. Commun. (ICC), Dublin, Ireland, June 2020 (Best Paper Award).

14. Ly V. Nguyen, Duy T. Ngo, Nghi H. Tran, and Duy H. N. Nguyen, “Learning methods for MIMO blind detection with low-resolution ADCs”, in Proc. IEEE Int. Conf. Commun. (ICC), Kansas City, MO, USA, May 2018.

15. Tran Thi Thuy Quynh, Tran Viet Khoa, Ly V. Nguyen, and Nguyen Linh-Trung, “Network coding with multimedia transmission: A software-defined-radio based implementation,” in Proc. Int. Conf. on Recent Advances in Signal Process., Telecommunications Computing (SigTelCom), Hanoi, Vietnam, Mar. 2019, pp. 109–113.

16. Nguyen Van Ly, Le Minh Duong, Ha Vu Le, Nguyen Linh-Trung, “Performance of network coding for multimedia data transmission over MANET”, in Proc. Int. Conf. on Advanced Technologies for Commun. (ATC), Hanoi, Vietnam, Oct. 2014, pp. 594–599.