基于FL-MADQN 算法的NR-V2X 车载通信频谱资源分配.

李中捷, 邱凡, 姜家祥, 李江虹… - Journal of South-Central …, 2024 - search.ebscohost.com
Federated learning is used to speed up and stabilize the convergence rate of each agent 's …
for LTE V2V communication systems[J]. IEEE Transactions on Wireless Communications,…

区块链赋能6G

代玥玥, 张科, 张彦 - 物联网学报, 2020 - infocomm-journal.com
… network, blockchain and federal learning, blockchain-based … , massive ultra-reliable low
latency communication)和以人为… 异构蜂窝通信,面向车载应用的车联网通信以 及D2D/V2V 通信. …

结合联邦学习和增强学习的车联网数据差分隐私保护.

邬忠萍, 郝宗波, 王文静, 刘冬 - Automobile Technology, 2023 - search.ebscohost.com
… scheme combining federated learning and reinforced learning mechanisms. In this scheme,
a federated learning architecture … Federated Learning for Ultra- Reliable Low- Latency V2V

[PDF][PDF] 基于随机网络演算的车联网边缘计算多跳任务卸载性能分析

李松, 王新荣, 王博文, 陈瑞瑞, 孙彦景, 陈岩 - 电子与信息学报, 2023 - jeit.ac.cn
… 文献[9]研究5G资源预留 模式下超可靠低延时(Ultra-Reliable Low-Latency Communication,
URLLC)… A joint learning and communications framework for federated learning over wireless …

AI 算法在车联网通信与计算中的应用综述

康宇, 刘雅琼, 赵彤雨, 寿国础 - 电信科学, 2023 - infocomm-journal.com
… 成本,尤其是V2V 通信的资源分配,可以在每个V2V 链路设置… 授权的车辆网络(federated learning
and blockchain empowered … 时延通信(ultra-reliable and low-latency communication,URLLC)…

人工智能与无线通信

王俊, 李榕, 王坚, 葛屹群, 张其蕃… - 信息与电子工程前沿 …, 2022 - fitee.zjujournals.com
ultra-reliable low latency communications (uRLLC), which guarantees reliability within a
constrained latency, and (3) massive machine-type communicationslow latency communication

[PDF][PDF] 基于双层联邦学习的高动态车联网业务边缘协作计算机制

徐思雅, 郭佳惠 - 电子学报, 2024 - ejournal.org.cn
… : As an emerging distributed machine learning architecture, federated learning (FL) … learning
for ultra-reliable low-latency V2V commu⁃ nications[C]//2018 IEEE Global Communications

5G 车联网资源优化分配方案综述

郑成渝, 姚依婷, 梁宏斌, 王磊 - 电信科学, 2023 - infocomm-journal.com
… reinforcement learning for ultra-reliable and low-latency IoV … learning based resource allocation
for V2V communications[J]… management based on federal deep reinforcement learning[J]…

自动驾驶车联网中通感算融合研究综述与展望

马忠贵, 李卓, 梁彦鹏 - 工程科学学报, 2023 - cje.ustb.edu.cn
… of the endogenous integration of communication, sensing, and computing for autonomous
driving in the IoV. First, the current research progress in integrating communication, sensing, …

面向自动驾驶的边缘计算技术研究综述

吕品, 许嘉, 李陶深, 徐文彪 - 通信学报, 2021 - infocomm-journal.com
… 目前,V2X 主要基于专用短程通信(DSRC, dedicated short range communication)和蜂窝网络
[5]. 其中DSRC 是一种专门用于车辆与车辆(V2V, vehicle-to-vehicle)和车辆与道路基础设施(V2I, …