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Gan Zheng

3 accepted papers

2022

Adversarial Learning in Transformer Based Neural Network in Radio Signal Classification

ICASSP 2022accepted

Deep Learning has attracted significant interests in wireless communication design problems. However, recent studies discovered that the deep neural network is vulnerable to adversarial attacks in the sense that a carefully designed and imperceptible perturbation to the input of the neural network c…

Cited by 0SourceScholar
2019

A Calibrated Learning Approach to Distributed Power Allocation in Small Cell Networks

ICASSP 2019accepted

This paper studies the problem of max-min fairness power allocation in distributed small cell networks operated under the same frequency bandwidth. We introduce a calibrated learning enhanced time division multiple access scheme to optimize the transmit power decisions at the small base stations (SB…

Cited by 0SourceScholar
2019

A Hybrid Approach of Learning and Model-Based Channel Prediction for Communication Relay UAVs in Dynamic Urban Environments

RA-L 2019

This letter presents the trajectory planning of small unmanned aerial vehicles (UAVs) for a communication relay mission in an urban environment. In particular, we focus on predicting the communication strength between air and ground nodes accuratelyto allow relay UAVs to maximize the communication p

Cited by 26SourceScholar