Search Results for author: Jinkang Zhu

Found 8 papers, 1 papers with code

Theoretical Analysis of Heterodyne Rydberg Atomic Receiver Sensitivity Based on Transit Relaxation Effect and Frequency Detuning

no code implementations30 Jun 2023 Shanchi Wu, Chen Gong, Shangbin Li, Rui Ni, Jinkang Zhu

We conduct a theoretical investigation into the impacts of local microwave electric field frequency detuning, laser frequency detuning, and transit relaxation rate on enhancing heterodyne Rydberg atomic receiver sensitivity.

DACFL: Dynamic Average Consensus Based Federated Learning in Decentralized Topology

no code implementations10 Nov 2021 Zhikun Chen, Daofeng Li, Jinkang Zhu, Sihai Zhang

Federated learning (FL) is a burgeoning distributed machine learning framework where a central parameter server (PS) coordinates many local users to train a globally consistent model.

Federated Learning

Resonant Beam Communications with Echo Interference Elimination

no code implementations25 Jun 2021 Mingliang Xiong, Qingwen Liu, Gang Wang, Georgios B. Giannakis, Sihai Zhang, Jinkang Zhu, Chuan Huang

Resonant beam communications (RBCom) is capable of providing wide bandwidth when using light as the carrier.

Knowledge-Driven Machine Learning: Concept, Model and Case Study on Channel Estimation

no code implementations21 Dec 2020 Daofeng Li, Kaihe Deng, Ming Zhao, Sihai Zhang, Jinkang Zhu

The power of big data and machine learning has been drastically demonstrated in many fields during the past twenty years which somehow leads to the vague even false understanding that the huge amount of precious human knowledge accumulated to date no longer seems to matter.

BIG-bench Machine Learning

Wireless Communication Based on Microwave Photon-Level Detection With Superconducting Devices: Achievable Rate Prediction

no code implementations25 Jun 2020 Junyu Zhang, Chen Gong, Shangbin Li, Rui Ni, Chengjie Zuo, Jinkang Zhu, Ming Zhao, Zhengyuan Xu

Future wireless communication system embraces physical-layer signal detection with high sensitivity, especially in the microwave photon level.

Weak Radio Frequency Signal Detection Based on Piezo-Opto-Electro-Mechanical System: Architecture Design and Sensitivity Prediction

no code implementations29 Mar 2020 Shanchi Wu, Chen Gong, Chengjie Zuo, Shangbin Li, Junyu Zhang, Zhongbin Dai, Kai Yang, Ming Zhao, Rui Ni, Zhengyuan Xu, Jinkang Zhu

We propose a novel radio-frequency (RF) receiving architecture based on micro-electro-mechanical system (MEMS) and optical coherent detection module.

Semi-Federated Learning

1 code implementation28 Mar 2020 Zhikun Chen, Daofeng Li, Ming Zhao, Sihai Zhang, Jinkang Zhu

Federated learning (FL) enables massive distributed Information and Communication Technology (ICT) devices to learn a global consensus model without any participants revealing their own data to the central server.

Clustering Federated Learning

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