Research Projects

6G Near-Field Communication

Selected publications

Rafik Guellil, Karim Abed-Meraim, Adel Belouchrani, and Nguyen Linh Trung. 3D near-field source localization via tensor decomposition for uniform planar arrays. IEEE Wireless Communications Letters, July 2026. [early access]

Rafik Guellil, Karim Abed-Meraim, Adel Belouchrani, and Nguyen Linh Trung. Channel estimation and 3D near-field localization for extremely large antenna arrays. IEEE Transactions on Wireless Communications, May 2026. [early access].

Nguyen The Khang, Do Hai Son, Tran Trong Duy, Le Trung Thanh, Tran Thi Thuy Quynh, Karim Abed-Meraim, Merouane Debbah, and Nguyen Linh Trung. Ray-tracing channel models for near-field communication. VNU Journal of Science: Computer Science and Communication Engineering, May 2026. [early access].

SAME CATEGORY

Tensor Decomposition for Medicine

Tensor decomposition (TD) is a powerful mathematical framework for analyzing high-dimensional and multi-way data, such as medical images, biomedical signals, and clinical measurements. Unlike conventional matrix-based methods, TD represents a tensor as a combination of lower-dimensional factor matrices or core tensors, enabling the extraction of latent structures while preserving the intrinsic multi-dimensional relationships within the […]

Epilepsy

Selected Publications Le Trung Thanh, Nguyen Thi Anh Dao, Nguyen Viet Dung, Nguyen Linh Trung, and Karim Abed-Meraim. Multi-channel EEG epileptic spike detection by a new method of tensor decomposition. IOP Journal of Neural Engineering, 17(1):016023, January 2020. Le Thanh Xuyen, Le Trung Thanh, Nguyen Linh Trung, Tran Thi Thuy Quynh, and Nguyen Duc Thuan. […]

Generative AI in Medicine

Selected Publications Trinh Ngoc Huynh, Nguyen Duc Kien, Nguyen Hai Anh, Dinh Tran Hiep, Manuela Vaneckova, Tomáš Uher, Jeroen Van Schependom, Stijn Denissen, Tran Quoc Long, Nguyen Linh Trung, and Guy Nagels. Latent representation learning from 3D brain MRI for interpretable prediction in multiple sclerosis. Machine Vision and Applications, September 2025. [under review] Dam Thai […]