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Viet-Dung NGUYEN received the B.Sc.  in Electronics and Telecommunication Engineering from VNU University of Engineering and Technology (Vietnam), in 2009,  M.Sc. in Network and Telecommunication from  L'École normale supérieure (ENS) de Cachan, Université Paris XI ( now, University of Paris-Saclay, France), in 2012, and Ph.D. in Signal Processing from University of Orléans (France) in 2016 under the supervision of Prof. Karim Abed-Meraim and Prof. Nguyen Linh-Trung.

His current research interests include: Signal processing and AI, Matrix and tensor decompositions,  Adaptive signal processing, Blind source separation,  Array signal processing,  Wireless communication, Statistical performance analysis. 

News

• 14 Mars 2024: A preprint "Residual Partial Least Squares Learning:  Brain Cortical Thickness Simultaneously Predicts Eight Non-pairwisecorrelated Behavioural and Disease Outcomes in Alzheimer's Disease"  is publised in https://www.biorxiv.org/content/10.1101/2024.03.11.584383.abstract

• 25 Febuary 2024: Our journal paper "On the relationship between Vogler algorithm derivation and parabolic equation for multiple knife edge diffraction" is accepted  to be published in in IEEE Transactions on Antennas & Propagation.

• July2023: I am very honored to serve as a special session co-chair at IEEE Statistical Signal Processing Workshop (SSP): https://ssp2023.org/committee.html

• June 2023: Our conference paper "The Statistical Analysis of the Varying Brain" is accepted at IEEE Statistical Signal Processing Workshop (SSP) 

• January 2023: I move to UVASC-LAB as a senior AI and signal processing engineer 

• 14 June 2022: Our journal paper "A generalized recursive Vogler algorithm for multiple bridged knife-edge diffraction" is accepted  to be published in in IEEE Transactions on Antennas & Propagation.

• 12 June 2022: Our conference paper "Fisher information neural estimation" is accepted at EUSIPCO, 2022

• 09 June 2022: Our invited conference paper "GpLMS: Generalized parallel least mean square algorithm for partial observations." will be presented in 14th International KES Conference on Intelligent Decision Technologies (KESIDT- 22), 2022

• 24 Mars 2022: Our conference paper "Deep learning based higher-order approximation for multiple knife edge diffraction" is accepted at IEEE AP-S/URSI 2022, Denver.

• 20 December 2021: Our journal paper "A generalized recursive Vogler algorithm for multiple bridged knife-edge diffraction" is accepted, with minor revisions,  to be published in in IEEE Transactions on Antennas & Propagation.

• 16 November 2021: Our journal paper "Robust Subspace Tracking Algorithms using Fast Adaptive Mahalanobis Distance" is accepted to be published in Signal Processing.

• August 2021: I am very pleased to join with Prof. Linh-Trung (VNU-UET) as a signal processing track co-chair at the  ATC conference, co-organized by the Radio & Electronics Association of Vietnam (REV) and the IEEE Communications Society (IEEE ComSoc). The ATC will be held in Ho Chi Minh City, Vietnam and hosted by the Ho Chi Minh City University of Technology (HUTECH).

• June 2021: Our short survey on robust subspace tracking "Robust Subspace Tracking Algorithms in Signal Processing: A Brief Survey" is accepted at REV journal on electronics and communications

• 04 May 2021: Our conference paper "A fast recursive algorithm for multiple bridged knife-edge diffraction" is accepted at EUSIPCO 2021.

• 3 Mars 2021: Our journal paper "Robust Subspace Tracking with Missing Data and Outliers: Novel Algorithm with Convergence Guarantee " is accepted to be published in IEEE Transactions on Signal Processing . Matlab implementation can be found here (NEW-Updated).

• 28 November 2020: Our group, Tools for Complex Systems at AVITECH, will joint a project "Advanced sensor device and materials for large-scale water data survey" leaded by Prof. Hoang Nam Nhat (VNU-UET) . This project is funded by Vingroup Innovation Foundation (VINIF).

• 4 October 2020: Our journal paper "On the proof of recursive Vogler algorithm for multiple knife-edge diffraction" is accepted to be published in IEEE Transactions on Antennas & Propagation (NEW)

• 20 May 2020: We are happy to inform that the flagship conference,  IEEE Statistical Signal Processing Workshop (SSP) 2022,   will be organized in Hanoi, Vietnam, for the first time (Please see here for organizing committee) (NEW)

• 29 Febuary 2020: A manuscript "Robust Subspace Tracking with Missing Data and Outliers: Novel Algorithm with Convergence Guarantee " is submitted to the IEEE for possible publication 

• 11 December 2019: Our conference paper "VoglerNet: Multiple Knife-Edge Diffraction Using Deep Neural Network" is accepted at EuCAP 2020

• July 2019: Our conference paper "Reconfigurable antenna aided Space Shift Keying (SSK)" is accepted at ISCIT 2019

• June 2019: Our journal paper "Spatial modulation based on reconfigurable antennas" is now in press at EURASIP Journal on Wireless Communications and Networking (Open Access)

• June 2019: Our journal paper "Multi-channel EEG epileptic spike detection by a new method of tensor decomposition" is accepted to be published in  IOP Journal of Neural Engineering . 

• June 2019: Our conference paper "Robust subspace tracking with missing data and outliers via ADMM " is accepted at EUSIPCO 2019