98 citations · 132 across the 4 of their papers we have counts for
4 papers
CRB-Driven Beamforming and Trajectory Optimization for UAV-assisted ISAC System
Yi Yang, Qianqian Zhang, Huaxia Wang
In this paper, we study an unmanned aerial vehicle (UAV)-assisted integrated sensing and communication (ISAC) system, where a UAV enhances the sensing capability of a base station…
A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial Attacks
Yudi Dong, Huaxia Wang, Yu-Dong Yao
We propose a novel defensive mechanism based on a generative adversarial network (GAN) framework to defend against adversarial attacks in end-to-end communications systems. Specifi…
Channel Estimation for One-Bit Multiuser Massive MIMO Using Conditional GAN
Yudi Dong, Huaxia Wang, Yu-Dong Yao
Channel estimation is a challenging task, especially in a massive multiple-input multiple-output (MIMO) system with one-bit analog-to-digital converters (ADC). Traditional deep lea…
A Direct Approach to Robust Deep Learning Using Adversarial Networks
Huaxia Wang, Chun-Nam Yu
Deep neural networks have been shown to perform well in many classical machine learning problems, especially in image classification tasks. However, researchers have found that neu…