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

Signal Processing for Machine Learning

Machine learning for signal processing

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 […]