Ly V. Nguyen

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 17

Top Topics

Machine Learning

Lower Resolution

Variational Bayes

Top Venues

IEEE Trans. Wirel. Commun.

Publications

Ly V. Nguyen, Lu Liu, Nguyen Linh-Trung, A. Lee Swindlehurst
One-Bit Massive MIMO Precoding for Frequency-Selective Fading Channels. SSP (2023)
Ly V. Nguyen, Hien Quoc Ngo, Le-Nam Tran, A. Lee Swindlehurst, Duy H. N. Nguyen
Variational Bayes Inference for Data Detection in Cell-Free Massive MIMO. CoRR (2023)
Ly V. Nguyen, Nhan T. Nguyen, Nghi H. Tran, Markku J. Juntti, A. Lee Swindlehurst, Duy H. N. Nguyen
Leveraging Deep Neural Networks for Massive MIMO Data Detection. IEEE Wirel. Commun. 30 (1) (2023)
Nhan Thanh Nguyen, Ly V. Nguyen, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti
Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding. CoRR (2023)
Ly V. Nguyen, Duy H. N. Nguyen, A. Lee Swindlehurst
Deep Learning for Estimation and Pilot Signal Design in Few-Bit Massive MIMO Systems. IEEE Trans. Wirel. Commun. 22 (1) (2023)
Ly V. Nguyen, Hien Quoc Ngo, Le-Nam Tran, A. Lee Swindlehurst, Duy H. N. Nguyen
Variational Bayes Inference for Data Detection in Cell-Free Massive MIMO. IEEECONF (2022)
Ly V. Nguyen, A. Lee Swindlehurst, Duy H. N. Nguyen
A Variational Bayesian Perspective on MIMO Detection with Low-Resolution ADCs. IEEECONF (2022)
Ly V. Nguyen, A. Lee Swindlehurst, Duy H. N. Nguyen
Variational Bayes for Joint Channel Estimation and Data Detection in Few-Bit Massive MIMO Systems. CoRR (2022)
Tran Trong Duy, Ly V. Nguyen, Viet-Dung Nguyen, Nguyen Linh Trung, Karim Abed-Meraim
Fisher Information Neural Estimation. EUSIPCO (2022)
Ly V. Nguyen, Duy H. N. Nguyen, A. Lee Swindlehurst
DNN-based Detectors for Massive MIMO Systems with Low-Resolution ADCs. ICC (2021)
Ly V. Nguyen, A. Lee Swindlehurst, Duy H. N. Nguyen
SVM-Based Channel Estimation and Data Detection for One-Bit Massive MIMO Systems. IEEE Trans. Signal Process. 69 (2021)
Nhan Thanh Nguyen, Ly V. Nguyen, Thien Huynh-The, Duy H. N. Nguyen, A. Lee Swindlehurst, Markku J. Juntti
Machine Learning-based Reconfigurable Intelligent Surface-aided MIMO Systems. SPAWC (2021)
Ly V. Nguyen, A. Lee Swindlehurst, Duy H. N. Nguyen
Linear and Deep Neural Network-Based Receivers for Massive MIMO Systems With One-Bit ADCs. IEEE Trans. Wirel. Commun. 20 (11) (2021)
Ly V. Nguyen, Duy H. N. Nguyen, A. Lee Swindlehurst
SVM-based Channel Estimation and Data Detection for Massive MIMO Systems with One-Bit ADCs. ICC (2020)
Ly V. Nguyen, Duy Trong Ngo, Nghi H. Tran, A. Lee Swindlehurst, Duy H. N. Nguyen
Supervised and Semi-Supervised Learning for MIMO Blind Detection With Low-Resolution ADCs. IEEE Trans. Wirel. Commun. 19 (4) (2020)
Ly V. Nguyen, Duy T. Ngo, Nghi H. Tran, A. Lee Swindlehurst, Duy H. N. Nguyen
Supervised and Semi-Supervised Learning for MIMO Blind Detection with Low-Resolution ADCs. CoRR (2019)
Ly V. Nguyen, Duy T. Ngo, Nghi H. Tran, Duy H. N. Nguyen
Learning Methods for MIMO Blind Detection with Low-Resolution ADCs. ICC (2018)