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A Joint Model and Data Driven Method for Distributed Estimation
This article considers the problem of distributed estimation in wireless sensor networks (WSNs), which is anticipated to support a wide …
Meng He, Ran Li, Chuan Huang, Shulong Zhang
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Coexistence Between Task- and Data-Oriented Communications: A Whittle's Index Guided Multiagent Reinforcement Learning Approach
We investigate the coexistence of task-oriented and data-oriented communications in an Internet of Things system that shares a group of …
Ran Li, Chuan Huang, Xiaoqi Qin, Shengpei Jiang, Nan Ma, Shuguang Cui
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User Association and Power Allocation for User-Centric Smart-Duplex Networks via Tree-Structured Deep Reinforcement Learning
This article considers a smart-duplex (SD) powered user-centric ultra dense networks (UC-UDNs), where each user is served cooperatively …
Dan Wang, Ran Li, Chuan Huang, Xiaodong Xu, Hao Chen
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AoI-Delay Tradeoff in Mobile Edge Caching: A Mixed-Order Drift-Plus-Penalty Algorithm
Mobile edge caching (MEC) is a promising technique to improve the quality of service (QoS) for mobile users (MU) by bringing data to …
Ran Li, Chuan Huang, Xiaoqi Qin, Lei Yang
Last updated on Nov, 2024
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Joint Device Selection and Power Control for Wireless Federated Learning
This paper studies the joint device selection and power control scheme for wireless federated learning (FL), considering both the …
Wei Guo, Ran Li, Chuan Huang, Xiaoqi Qin, Kaiming Shen, Wei Zhang
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