Perception task offloading with collaborative computation for autonomous driving

Z Xiao, J Shu, H Jiang, G Min… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Autonomous driving has so far received numerous attention from academia and industry.
However, the inevitable occlusion is a great menace to safety and reliable driving. Existing …

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
边缘计算在自动驾驶的环境感知和数据处理方面有着极其重要的应用. 自动驾驶汽车可以通过从
边缘节点获得环境信息来扩大自身的感知范围, 也可以向边缘节点卸载计算任务以解决计算资源 …

Cooperative lidar object detection via feature sharing in deep networks

EE Marvasti, A Raftari, AE Marvasti… - 2020 IEEE 92nd …, 2020 - ieeexplore.ieee.org
The recent advancements in communication and computational systems have led to
significant improvement of situational awareness in connected and autonomous vehicles …

Tracking and transmission design in terahertz V2I networks

Z Lin, L Wang, J Ding, Y Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper designs the vehicle tracking and resource allocation in the terahertz (THz)
vehicle-to-infrastructure communications (V2I) networks, where roadside units (RSUs) …

Performance and scaling of collaborative sensing and networking for automated driving applications

Y Wang, G De Veciana, T Shimizu… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
A critical requirement for automated driving systems is enabling situational awareness in
dynamically changing environments. To that end vehicles will be equipped with diverse …

Object-level perception sharing among connected vehicles

M Ambrosin, IJ Alvarez, C Buerkle… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
Advances in vehicular communication technologies have made Connected Vehicles (CVs) a
near-term reality. Compared to models where vehicles rely solely on their own perception to …

Context-aware content selection and message generation for collective perception services

A Chtourou, P Merdrignac, O Shagdar - Electronics, 2021 - mdpi.com
Collective perception messages (CPMs) inform neighbors about detected objects and their
current status. Although CPMs can greatly contribute to improving vehicle perception, their …

Collective perception service for connected vehicles and roadside infrastructure

A Chtourou, P Merdrignac… - 2021 IEEE 93rd …, 2021 - ieeexplore.ieee.org
Collective Perception Service (CPS) is under standardisation at European
Telecommunications Standardisation Institute (ETSI) with the objective of enabling sensor …

Feature sharing and integration for cooperative cognition and perception with volumetric sensors

EE Marvasti, A Raftari, AE Marvasti, YP Fallah… - arXiv preprint arXiv …, 2020 - arxiv.org
The recent advancement in computational and communication systems has led to the
introduction of high-performing neural networks and high-speed wireless vehicular …

Latency reduction in vehicular sensing applications by dynamic 5G user plane function allocation with session continuity

P Fondo-Ferreiro, D Candal-Ventureira… - Sensors, 2021 - mdpi.com
Vehicle automation is driving the integration of advanced sensors and new applications that
demand high-quality information, such as collaborative sensing for enhanced situational …