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AoI-Delay Tradeoff in Mobile Edge Caching: A Mixed-Order Drift-Plus-Penalty Method
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
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User Association and Power Allocation for User-Centric Smart-Duplex Networks via Deep Reinforcement Learning
This paper considers smart-duplex (SD) powered user-centric ultra dense networks (UC-UDN), which shifts the conventional access …
Dan Wang, Ran Li, Chuan Huang, Xiaodong Xu, Hao Chen
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Joint Schedule of Task- and Data-Oriented Communications
We investigate the coexistence of task-oriented and data-oriented communications in a IoT system that shares a group of channels, and …
Ran Li, Chuan Huang, Xiaoqi Qin, Shengpei Jiang, Nan Ma, Shuguang Cui
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Optimized Device Selection and Power Control for Wireless Federated Learning
This paper studies the joint device selection and power control for wireless federated learning (FL), considering both the analog …
Wei Guo, Ran Li, Chuan Huang, Xiaoqi Qin, Kaiming Shen, Wei Zhang
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Multicast Schedule for Multi-Message over Multi-Channel: A Permutation-based Wolpertinger Deep Reinforcement Learning Method
Multicasting is an efficient technique to simultane-ously transmit common messages from the base station (BS) to multiple mobile users …
Ran Li, Chuan Huang, Han Zhang, Shengpei Jiang
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Multicast Scheduling over Multiple Channels: A Distribution-Embedding Deep Reinforcement Learning Method
Multicasting is an efficient technique for simultaneously transmitting common messages from the base station (BS) to multiple mobile …
Ran Li, Chuan Huang, Xiaoqi Qin, Shengpei Jiang
Last updated on Nov, 2024
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