activity
20122024
most citedGlobal Attention-based Encoder-Decoder LSTM Model for Temperature Prediction of Permanent Magnet Synchronous Motors

8 citations · 24 across the 23 of their papers we have counts for

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Showing 2023Show all

13 papers · 1 filter

cs.IT2023

Reconfigurable Intelligent Surface Aided Space Shift Keying With Imperfect CSI

Xusheng Zhu, Wen Chen, Qingqing Wu +4

In this paper, we investigate the performance of reconfigurable intelligent surface (RIS)-aided spatial shift keying (SSK) wireless communication systems with imperfect channel sta…

cs.LG20231 cited

Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding

Jixuan Cui, Jun Li, Zhen Mei +5

Deep learning-based fault diagnosis (FD) approaches require a large amount of training data, which are difficult to obtain since they are located across different entities. Federat…

cs.LG20234 cited

Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems

Shiying Zhang, Jun Li, Long Shi +5

Intelligent transportation systems (ITSs) have been fueled by the rapid development of communication technologies, sensor technologies, and the Internet of Things (IoT). Nonetheles…

cs.LG2023

Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity

Xuefeng Han, Jun Li, Wen Chen +4

With the rapid proliferation of smart mobile devices, federated learning (FL) has been widely considered for application in wireless networks for distributed model training. Howeve…

cs.IT2023

Deep Reinforcement Learning Based Intelligent Reflecting Surface Optimization for TDD MultiUser MIMO Systems

Fengyu Zhao, Wen Chen, Ziwei Liu +2

In this letter, we investigate the discrete phase shift design of the intelligent reflecting surface (IRS) in a time division duplexing (TDD) multi-user multiple input multiple out…

cs.IT2023

Performance of RIS-Assisted Full-Duplex Space Shift Keying With Imperfect Self-Interference Cancellation

Xusheng Zhu, Wen Chen, Qingqing Wu +2

In this paper, we consider a full-duplex (FD) space shift keying (SSK) communication system, where information exchange between two users is assisted only by a reconfigurable intel…