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车对一切通信辅助自动驾驶:系统设计与实验验证。

V2X-Communication-Aided Autonomous Driving: System Design and Experimental Validation.

机构信息

Unmanned System Research Group (USRG), Department Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon 305-338, Korea.

Unmanned System Research Group (USRG), Robotics Program, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon 305-338, Korea.

出版信息

Sensors (Basel). 2020 May 20;20(10):2903. doi: 10.3390/s20102903.

Abstract

In recent years, research concerning autonomous driving has gained momentum to enhance road safety and traffic efficiency. Relevant concepts are being applied to the fields of perception, planning, and control of automated vehicles to leverage the advantages offered by the vehicle-to-everything (V2X) communication technology. This paper presents a V2X communication-aided autonomous driving system for vehicles. It is comprised of three subsystems: beyond line-of-sight (BLOS) perception, extended planning, and control. Specifically, the BLOS perception subsystem facilitates unlimited LOS environmental perception through data fusion between local perception using on-board sensors and communication perception via V2X. In the extended planning subsystem, various algorithms are presented regarding the route, velocity, and behavior planning to reflect real-time traffic information obtained utilizing V2X communication. To verify the results, the proposed system was integrated into a full-scale vehicle that participated in the 2019 Hyundai Autonomous Vehicle Competition held in K-city with the V2X infrastructure. Using the proposed system, the authors demonstrated successful completion of all assigned real-life-based missions, including emergency braking caused by a jaywalker, detouring around a construction site ahead, complying with traffic signals, collision avoidance, and yielding the ego-lane for an emergency vehicle. The findings of this study demonstrated the possibility of several potential applications of V2X communication with regard to autonomous driving systems.

摘要

近年来,自动驾驶的研究得到了迅猛发展,旨在提高道路安全性和交通效率。相关概念正在被应用于自动驾驶汽车的感知、规划和控制领域,以充分利用车对一切(V2X)通信技术所带来的优势。本文提出了一种基于 V2X 通信的车辆自动驾驶系统。该系统由三个子系统组成:超视距(BLOS)感知、扩展规划和控制。具体来说,BLOS 感知子系统通过利用车载传感器进行本地感知和通过 V2X 进行通信感知的数据融合,实现了无限制的视距环境感知。在扩展规划子系统中,提出了各种算法,包括路线、速度和行为规划,以反映利用 V2X 通信获取的实时交通信息。为了验证结果,将所提出的系统集成到一辆全尺寸车辆中,该车辆在 K 市配备了 V2X 基础设施,参加了 2019 年现代自动驾驶汽车竞赛。使用所提出的系统,作者成功完成了所有分配的基于现实生活的任务,包括因行人突然闯入而紧急制动、绕过前方施工现场、遵守交通信号、避免碰撞以及为紧急车辆让出本车道。本研究的结果表明,V2X 通信在自动驾驶系统中有多种潜在应用的可能性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f3f0/7287954/efd52fd1a767/sensors-20-02903-g001.jpg

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