239 citations · 267 across the 11 of their papers we have counts for
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cs.IT2021★ 1 cited
Distributed Spectrum and Power Allocation for D2D-U Networks: A Scheme based on NN and Federated Learning
Rui Yin, Zhiqun Zou, Celimuge Wu +2
In this paper, a Device-to-Device communication on unlicensed bands (D2D-U) enabled network is studied. To improve the spectrum efficiency (SE) on the unlicensed bands and fit its…
cs.IT2021★ 7 cited
Learning-based WiFi Traffic Load Estimation in NR-U Systems
Rui Yin, Zhiqun Zou, Celimuge Wu +3
The unlicensed spectrum has been utilized to make up the shortage on frequency spectrum in new radio (NR) systems. To fully exploit the advantages brought by the unlicensed bands,…
cs.IT2011
Power Allocation for Cognitive Wireless Mesh Networks by Applying Multi-agent Q-learning Approach
Xianfu Chen, Zhifeng Zhao, Honggang Zhang
As the scarce spectrum resource is becoming over-crowded, cognitive radios (CRs) indicate great flexibility to improve the spectrum efficiency by opportunistically accessing the au…