activity
20162023
most citedMobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning

190 citations · 482 across the 14 of their papers we have counts for

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7 papers · 1 filter

cs.NI2022★ 1 cited

High stable and accurate vehicle selection scheme based on federated edge learning in vehicular networks

Qiong Wu, Xiaobo Wang, Qiang Fan +3

Federated edge learning (FEEL) technology for vehicular networks is considered as a promising technology to reduce the computation workload while keeping the privacy of users. In t…

cs.NI2022★ 84 cited

Towards V2I Age-aware Fairness Access: A DQN Based Intelligent Vehicular Node Training and Test Method

Qiong Wu, Shuai Shi, Ziyang Wan +3

Vehicles on the road exchange data with base station (BS) frequently through vehicle to infrastructure (V2I) communications to ensure the normal use of vehicular applications, wher…

cs.NI2021★ 39 cited

Velocity-adaptive Access Scheme for MEC-assisted Platooning Networks: Access Fairness Via Data Freshness

Qiong Wu, Ziyang Wan, Qiang Fan +2

Platooning strategy is an important part of autonomous driving technology. Due to the limited resource of autonomous vehicles in platoons, mobile edge computing (MEC) is usually us…

cs.NI2021

Decentralized Power Allocation for MIMO-NOMA Vehicular Edge Computing Based on Deep Reinforcement Learning

Hongbiao Zhu, Qiong Wu, Xiaojun Wu +3

Vehicular edge computing (VEC) is envisioned as a promising approach to process the explosive computation tasks of vehicular user (VU). In the VEC system, each VU allocates power t…

cs.NI2020★ 79 cited

Delay Sensitive Task Offloading in the 802.11p Based Vehicular Fog Computing Systems

Qiong Wu, Hanxu Liu, Ruhai Wang +3

Vehicular fog computing (VFC) is envisioned as a promising solution to process the explosive tasks in autonomous vehicular networks. In the VFC system, task offloading is the key t…

cs.NI2020★ 28 cited

Time-dependent Performance Analysis of the 802.11p-based Platooning Communications Under Disturbance

Qiong Wu, Hongmei Ge, Pingyi Fan +3

Platooning is a critical technology to realize autonomous driving. Each vehicle in platoons adopts the IEEE 802.11p standard to exchange information through communications to maint…