3 papers
eess.SP2026
Probabilistic Denoising-Enhanced ISAC for Stochastic Cluttered Mobile Environments
Nghia Thinh Nguyen, Tri Nhu Do
The paper introduces Probabilistic Denoising ISAC (PDISAC), a multi-bit slot-partitioned waveform for joint communication and radar sensing, and a lightweight denoising network (RD…
eess.SP2025
Temporal Micro-Doppler Spectrogram-based ViT Multiclass Target Classification
Nghia Thinh Nguyen, Tri Nhu Do
In this paper, we propose a new Temporal MDS-Vision Transformer (T-MDS-ViT) for multiclass target classification using millimeter-wave FMCW radar micro-Doppler spectrograms. Specif…
eess.SP2025
Generative and Explainable AI for High-Dimensional Channel Estimation
Nghia Thinh Nguyen, Tri Nhu Do
In this paper, we propose a new adversarial training framework to address high-dimensional instantaneous channel estimation in wireless communications. Specifically, we train a gen…