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Guest Editorial Introduction to the Special Section on Open Radio Access Networks: Architecture, Challenges, Opportunities, and Use Cases in Vehicular Networks
IEEE Transactions on Vehicular Technology ( IF 6.1 ) Pub Date : 7-22-2024 , DOI: 10.1109/tvt.2024.3399470
Kapal Dev, Chih-Lin I, Vuk Marojevic, Sunder Ali Khowaja, Shao-Yu Lien, Yue Wang

Cellular vehicle-to-everything (C-V2X) was introduced to support autonomous driving through 5G and beyond networks. C-V2X leverages cellular network infrastructure to integrate vehicle-to-network, vehicle-to-pedestrian, vehicle-to-infrastructure, and vehicle-to-vehicle communications. It has been suggested that Open RAN can be used to achieve the latency requirements essential to realize C-V2X as it achieves real-time optimization through the use of AI in Near real-time RAN Intelligence Controller (Near-RT RIC). The Open RAN will allow the access to historical traffic data or acquisition of data from vehicles. The data will then be transferred to Near-RT RIC for detecting network anomalies while maintaining reliable communication, which is essential for realizing autonomous driving. Open RAN also supports non-real-time RAN intelligent controller (Non-RT RIC) that allows more complex ML workflows such as policy-based feature extraction and optimization to guide vehicles when real-time acquisition is not available. Open RAN provides support for edge cloud, i.e. Open Cloud that helps to interface the Near-RT RIC with Open RAN central unit's user and control plane. Together, the Open RAN and C-V2X are considered to be the key-enabling technologies for achieving low-latency in autonomous vehicular communication networks. The issue attracted over 100 high-quality submissions from all over the world, among which 12 original contributions were eventually selected for publication. The novelty and key contributions of these articles are summarized as follows.

中文翻译:


客座社论介绍开放式无线电接入网络特别章节:车载网络中的架构、挑战、机遇和用例



蜂窝车联网 (C-V2X) 的推出是为了通过 5G 及其他网络支持自动驾驶。 C-V2X 利用蜂窝网络基础设施来集成车辆到网络、车辆到行人、车辆到基础设施以及车辆到车辆通信。有人建议,Open RAN 可用于满足实现 C-V2X 所必需的延迟要求,因为它通过在近实时 RAN 智能控制器(Near-RT RIC)中使用 AI 来实现实时优化。 Open RAN 将允许访问历史交通数据或从车辆获取数据。然后,数据将传输到Near-RT RIC,用于检测网络异常,同时保持可靠的通信,这对于实现自动驾驶至关重要。 Open RAN 还支持非实时 RAN 智能控制器 (Non-RT RIC),该控制器允许更复杂的 ML 工作流程,例如基于策略的特征提取和优化,以在实时采集不可用时指导车辆。 Open RAN 提供对边缘云的支持,即有助于将 Near-RT RIC 与 Open RAN 中央单元的用户和控制平面连接起来的开放云。 Open RAN 和 C-V2X 一起被认为是实现自主车辆通信网络低延迟的关键支持技术。该期吸引了来自世界各地的100多篇高质量投稿,其中12篇原创稿件最终被选中出版。这些文章的新颖性和主要贡献总结如下。
更新日期:2024-08-19
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