Xin Liu

Anti-Jamming Communications Using Spectrum Waterfall: A Deep Reinforcement Learning Approach

Xin Liu, Yuhua Xu, Luliang Jia et al. · IEEE Communications Letters · 2018 · 244 citations

Engineering, Machine Learning, Ai Foundation +17

Dynamic Spectrum Anti-Jamming in Broadband Communications: A Hierarchical Deep Reinforcement Learning Approach

Yangyang Li, Yuhua Xu, Yitao Xu et al. · IEEE Wireless Communications Letters · 2020 · 40 citations

Frequency Band, Dynamic Spectrum Management, Cognitive Radio Resource Management +13

Experimental investigation and numerical simulation of transverse heat flux attenuation during fire in utility tunnel

Rongliang Pan, Simo Hostikka, Guoqing Zhu et al. · Tunnelling and Underground Space Technology · 2023 · 26 citations · Full text

Fire Engineering, Engineering, Experimental Investigation +11

Dynamic Spectrum Anti-Jamming Access With Fast Convergence: A Labeled Deep Reinforcement Learning Approach

Yangyang Li, Yuhua Xu, Guoxin Li et al. · IEEE Transactions on Information Forensics and Security · 2023 · 20 citations

A Machine Anomalous Sound Detection Method Using the lMS Spectrogram and ES-MobileNetV3 Network

Mei Wang, Qingshan Mei, Xiyu Song et al. · Applied Sciences · 2023 · 11 citations · Full text