activity
20162023
most citedTowards Energy Efficient Federated Learning over 5G+ Mobile Devices

10 citations · 21 across the 9 of their papers we have counts for

collaborators

12 papers

cs.NI2023★ 2 cited

Energy-Efficient WiFi Backscatter Communication for Green IoTs

Yimeng Huang, Lijie Liu, Jihong Yu +2

The boom of the Internet of Things has revolutionized people's lives, but it has also resulted in massive resource consumption and environmental pollution. Recently, Green IoT (GIo…

cs.LG2021★ 10 cited

Towards Energy Efficient Federated Learning over 5G+ Mobile Devices

Dian Shi, Liang Li, Rui Chen +3

The continuous convergence of machine learning algorithms, 5G and beyond (5G+) wireless communications, and artificial intelligence (AI) hardware implementation hastens the birth o…

cs.IT2021★ 1 cited

Joint Beamforming and Reflecting Design in Reconfigurable Intelligent Surface-Aided Multi-User Communication Systems

Xiaoyan Ma, Shuaishuai Guo, Haixia Zhang +2

Reconfigurable intelligent surface (RIS) provides a promising way to build the programmable wireless transmission environments in the future. Owing to the large number of reflectin…

cs.NI2020★ 1 cited

Energy Efficient Federated Learning over Heterogeneous Mobile Devices via Joint Design of Weight Quantization and Wireless Transmission

Rui Chen, Liang Li, Kaiping Xue +3

Federated learning (FL) is a popular collaborative distributed machine learning paradigm across mobile devices. However, practical FL over resource constrained mobile devices confr…

eess.SP2020★ 3 cited

Secure Transmission by Leveraging Multiple Intelligent Reflecting Surfaces in MISO Systems

Jian Li, Lan Zhang, Kaiping Xue +1

Due to the broadcast nature of wireless communications, physical layer security has always been a fundamental but challenging problem. Recent advance of Intelligent Reflecting Surf…

eess.SP2019

Optimizing IoT Energy Efficiency on Edge (EEE): a Cross-layer Design in a Cognitive Mesh Network

Jianqing Liu, Yawei Pang, Haichuan Ding +3

Battery-powered wireless IoT devices are now widely seen in many critical applications. Given the limited battery capacity and inaccessibility to external power recharge, optimizin…