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基于C-V2X的车路协同自动驾驶关键技术与应用
引用本文:王鲲,董振江,杨凡,周谷越.基于C-V2X的车路协同自动驾驶关键技术与应用[J].电信科学,2023,39(3):45-60.
作者姓名:王鲲  董振江  杨凡  周谷越
作者单位:1. 北京百度智行科技有限公司,北京 100193;2. 南京邮电大学,江苏 南京 210023;3. 清华大学人工智能产业研究院,北京 100084
基金项目:科技创新2030——“新一代人工智能”重大项目(2022ZD0115504)
摘    要:随着车联网技术的演进,自动驾驶在单车智能的基础上,又有了新的发展形态——车路协同自动驾驶。通过“人-车-路-云”深度融合形成的一体化复杂信息物理系统(cyber physical system,CPS),可以与自动驾驶车辆实现协同感知、协同决策规划甚至协同控制,提升自动驾驶安全性,帮助克服各类复杂交通环境。首先介绍了车路协同的复杂信息物理系统的概念内涵和总体架构,并提出了车路协同自动驾驶的一系列典型应用场景、技术原理、C-V2X(cellular vehicle-to-everything)性能要求、车路协同系统功能与性能要求,可以为下一阶段智能网联汽车与智能交通的深度融合发展提供参考和解决思路。

关 键 词:自动驾驶  蜂窝车联网  网联自动驾驶车辆  车路协同自动驾驶

Key technologies and applications of C-V2X based vehicle-infrastructure cooperative autonomous driving
Kun WANG,Zhenjiang DONG,Fan YANG,Guyue ZHOU.Key technologies and applications of C-V2X based vehicle-infrastructure cooperative autonomous driving[J].Telecommunications Science,2023,39(3):45-60.
Authors:Kun WANG  Zhenjiang DONG  Fan YANG  Guyue ZHOU
Affiliation:1. Beijing Baidu Apollo Mobility Technology Co., Ltd., Beijing 100193, China;2. Nanjing University of Posts and Telecommunications, Nanjing 210023, China;3. Institute for AI Industry Research, Tsinghua University, Beijing 100084, China
Abstract:With the evolution of vehicle-to-everything (V2X) technology, autonomous driving (AD) has entered a new stage of development, called vehicle-infrastructure cooperative autonomous driving (VICAD).Through the integrated complex cyber-physical system formed by the deep integration of “human-vehicle-road-cloud”, cooperative perception, cooperative decision-making and planning, and even cooperative control can be achieved with autonomous vehicles (AV), enhancing the safety of autonomous driving and helping to overcome various complex traffic environments.The concept and overall architecture of the complex cyber-physical system of VICAD was firstly introduced, and a series of typical application scenarios, technical principles, C-V2X performance requirements, and functional and performance requirements of the VICAD system were proposed.It can provide a reference and solution for the deep integration development of intelligent networked vehicles and intelligent transportation in the next stage.
Keywords:autonomous driving  C-V2X  connected and automated vehicle  VICAD  
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