SCIS Selected Articles on AINet - SCIENCE CHINA Information Sciences

Special Topic: Spectrum, Coverage, and Enabling Technologies for Intelligent 6G
SCIS Selected Articles on 6G
SCIS Selected Articles on ISAC
SCIS Selected Articles on AI for Network
REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 34

Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G
Zhu, Guangxu; Lyu, Zhonghao; Jiao, Xiang; Liu, Peixi; Chen, Mingzhe; Xu, Jie; Cui, Shuguang; Zhang, Ping
Sci China Inf Sci, 2023, 66(3): 130301

Keywords: sixth-generation; 6G; edge intelligence; artificial intelligence of things; AIoT; integrated sensing, communication, and computation; ISCC

Cite as: Zhu G X, Lyu Z H, Jiao X, et al. Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G. Sci China Inf Sci, 2023, 66(3): 130301, doi: 10.1007/s11432-022-3652-2

Special Topic: Spectrum, Coverage, and Enabling Technologies for Intelligent 6G
SCIS Selected Articles on 6G
SCIS Selected Articles on AINet
EDITORIAL Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

Toward ubiquitous and intelligent 6G networks: from architecture to technology
Xu, Wei; Huang, Yongming; Wang, Wei; Zhu, Fusheng; Ji, Xinsheng
Sci China Inf Sci, 2023, 66(3): 130300

Cite as: Xu W, Huang Y M, Wang W, et al. Toward ubiquitous and intelligent 6G networks: from architecture to technology. Sci China Inf Sci, 2023, 66(3): 130300, doi: 10.1007/s11432-023-3704-8

Special Topic: XAI-Enabled Network Automation for 5G and Beyond: Move Closer to Zero-Touch
SCIS Selected Articles on AI for Network
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Explainable-AI-based two-stage solution for WSN object localization using zero-touch mobile transceivers
Fang, Kai; Chen, Junxin; Zhu, Han; Gadekallu, Thippa Reddy; Wu, Xiaoping; Wang, Wei
Sci China Inf Sci, 2024, 67(7): 170302

Keywords: explainable AI; object localization; semidefinite relaxation; mobile transceiver; two-stage solution; closed-form solution

Cite as: Fang K, Chen J X, Zhu H, et al. Explainable-AI-based two-stage solution for WSN object localization using zero-touch mobile transceivers. Sci China Inf Sci, 2024, 67(7): 170302, doi: 10.1007/s11432-023-3968-9

Special Topic: XAI-Enabled Network Automation for 5G and Beyond: Move Closer to Zero-Touch
SCIS Selected Articles on Network Security
SCIS Selected Articles on AI for Network
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

XRL-SHAP-Cache: an explainable reinforcement learning approach for intelligent edge service caching in content delivery networks
Xu, Xiaolong; Wu, Fan; Bilal, Muhammad; Xia, Xiaoyu; Dou, Wanchun; Yao, Lina; Zhong, Weiyi
Sci China Inf Sci, 2024, 67(7): 170303

Keywords: deep reinforcement learning; DRL; explainable artificial intelligence; XAI; multi-level cache; content delivery network; CDN; D3QN algorithm; Deep-SHAP

Cite as: Xu X L, Wu F, Bilal M, et al. XRL-SHAP-Cache: an explainable reinforcement learning approach for intelligent edge service caching in content delivery networks. Sci China Inf Sci, 2024, 67(7): 170303, doi: 10.1007/s11432-023-3987-y

Adaptive 5G-and-beyond network-enabled interpretable federated learning enhanced by neuroevolution
Cao, Bin; Zhao, Jianwei; Liu, Xin; Li, Yun
Sci China Inf Sci, 2024, 67(7): 170306

Keywords: 5G-and-beyond network; interpretable federated learning; mobile telemedicine system; fuzzy rough set theory; neuroevolution

Cite as: Cao B, Zhao J W, Liu X, et al. Adaptive 5G-and-beyond network-enabled interpretable federated learning enhanced by neuroevolution. Sci China Inf Sci, 2024, 67(7): 170306, doi: 10.1007/s11432-023-4011-4