Countermeasures against adversarial examples in radio signal classification

by Lu Zhang, Sangarapillai Lambotharan, Gan Zheng, Basil AsSadhan, Fabio Roli
Published 2021

Bayesian optimization of queuing-based multi-channel URLLC scheduling

by Wenheng Zhang, Mahsa Derakhshani, Gan Zheng, Chung Shue Chen, Sangarapillai Lambotharan
Published 2022

Joint beamforming and admission control for cache-enabled Cloud-RAN with limited fronthaul capacity

by Gan Zheng, Ashraf Bsebsu, Sangarapillai Lambotharan, Kanapathippillai Cumanan, Basil AsSadhan
Published 2020

Auction-based multi-channel cooperative spectrum sharing in hybrid satellite-terrestrial IoT networks

by Xiaokai Zhang, Daoxing Guo, Kang An, Gan Zheng, Symeon Chatzinotas, Bangning Zhang
Published 2020

Delay guaranteed joint user association and channel allocation for fog radio access networks

by Minglei You, Gan Zheng, Tianrui Chen, Hongjian Sun, Kwang-Cheng Chen
Published 2021

Performance analysis of NOMA-based land mobile satellite networks

by Xiaojuan Yan, Hailin Xiao, Cheng-Xiang Wang, Kang An, Anthony T. Chronopoulos, Gan Zheng
Published 2018

Unsupervised learning based fast beamforming design for downlink MIMO

by Hao Huang, Wenchao Xia, Jian Xiong, Jie Yang, Gan Zheng, Xiaomei Zhu
Published 2018

A new look at physical layer security, caching, and wireless energy harvesting for heterogeneous ultra-dense networks

by Lifeng Wang, Kai-Kit Wong, Shi Jin, Gan Zheng, Robert W. Heath
Published 2018

A hybrid training-time and run-time defense against adversarial attacks in modulation classification

by Lu Zhang, Sangarapillai Lambotharan, Gan Zheng, Guisheng Liao, Ambra Demontis, Fabio Roli
Published 2022

A reinforcement learning-based user-assisted caching strategy for dynamic content library in small cell networks

by Xinruo Zhang, Gan Zheng, Sangarapillai Lambotharan, Mohammad Reza Nakhai, Kai-Kit Wong
Published 2020

Cache-enabled in cooperative cognitive radio networks for transmission performance

by Jiachen Yang, Chaofan Ma, Jiabao Man, Huifang Xu, Gan Zheng, Houbing Song
Published 2019

Joint optimization in cached-enabled heterogeneous network for efficient industrial IoT

by Jiachen Yang, Chaofan Ma, Bin Jiang, Guiguang Ding, Gan Zheng, Huihui Wang
Published 2020

The interplay between artificial intelligence and fog radio access networks

by Wenchao Xia, Xinruo Zhang, Gan Zheng, Jun Zhang, Shi Jin, Hongbo Zhu
Published 2020

Transfer learning and meta learning-based fast downlink beamforming adaptation

by Yi Yuan, Gan Zheng, Kai-Kit Wong, Björn Ottersten, Zhi-Quan Luo
Published 2020

Deep learning-based edge caching for multi-cluster heterogeneous networks

by Jiachen Yang, Jipeng Zhang, Chaofan Ma, Huihui Wang, Juping Zhang, Gan Zheng
Published 2019

Blockchain-based distributive auction for relay-assisted secure communications

by Amjad Khan, Yogachandran Rahulamathavan, Bokamoso Basutli, Gan Zheng, Basil AsSadhan, Sangarapillai Lambotharan
Published 2019

Deep learning enabled optimization of downlink beamforming under per-antenna power constraints: algorithms and experimental demonstration

by Juping Zhang, Wenchao Xia, Minglei You, Gan Zheng, Sangarapillai Lambotharan, Kai-Kit Wong
Published 2020

Attention-based adversarial robust distillation in radio signal classifications for low-power IoT devices

by Lu Zhang, Sangarapillai Lambotharan, Gan Zheng, Guisheng Liao, Basil AsSadhan, Fabio Roli
Published 2022

Open-source multi-access edge computing for 6G: opportunities and challenges

by Liqiang Zhao, Guorong Zhou, Gan Zheng, Chih-Lin I, Xiaohu You, Lajos Hanzo
Published 2021

Trusted UAV network coverage using blockchain, machine learning and auction mechanisms

by Amjad Khan, Gaojie Chen, Yogachandran Rahulamathavan, Gan Zheng, Basil AsSadhan, Sangarapillai Lambotharan
Published 2020