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In this paper, we explore the use of vehicle-to-vehicle (V2V) communication to improve the perception and motion forecasting performance of self-driving vehicles. By intelligently aggregating the information received from multiple nearby…

Computer Vision and Pattern Recognition · Computer Science 2020-08-18 Tsun-Hsuan Wang , Sivabalan Manivasagam , Ming Liang , Bin Yang , Wenyuan Zeng , James Tu , Raquel Urtasun

Cooperatively utilizing both ego-vehicle and infrastructure sensor data via V2X communication has emerged as a promising approach for advanced autonomous driving. However, current research mainly focuses on improving individual modules,…

Robotics · Computer Science 2024-12-25 Haibao Yu , Wenxian Yang , Jiaru Zhong , Zhenwei Yang , Siqi Fan , Ping Luo , Zaiqing Nie

As the next generation of wireless system targets at providing a wider range of services with divergent QoS requirements, new applications will be enabled by the fifth generation (5G) network. Among the emerging applications,…

Networking and Internet Architecture · Computer Science 2018-02-26 Ji Lianghai , Andreas Weinand , Bin Han , Hans D. Schotten

Recently millimeter-wave bands have been postulated as a means to accommodate the foreseen extreme bandwidth demands in vehicular communications, which result from the dissemination of sensory data to nearby vehicles for enhanced…

Networking and Internet Architecture · Computer Science 2018-12-11 Cristina Perfecto , Javier Del Ser , Mehdi Bennis

3GPP NR V2X represents the new 3GPP standard for next-generation vehicular systems which, among other innovations, supports vehicle-to-vehicle (V2V) operations in the millimeter wave (mmWave) spectrum to address the communication…

Networking and Internet Architecture · Computer Science 2020-05-21 Tommaso Zugno , Matteo Drago , Marco Giordani , Michele Polese , Michele Zorzi

Device-to-device (D2D) communications are now considered as an integral part of future 5G networks which will enable direct communication between user equipment (UE) without unnecessary routing via the network infrastructure. This…

Information Theory · Computer Science 2016-05-12 Young Jin Chun , Simon L. Cotton , Harpreet S. Dhillon , Ali Ghrayeb , Mazen O. Hasna

Cooperative driving, enabled by Vehicle-to-Everything (V2X) communication, is expected to significantly contribute to the transportation system's safety and efficiency. Cooperative Adaptive Cruise Control (CACC), a major cooperative driving…

Systems and Control · Electrical Eng. & Systems 2022-03-30 Mahdi Razzaghpour , Sahand Mosharafian , Arash Raftari , Javad Mohammadpour Velni , Yaser P. Fallah

For current and future automated driving functions, the radio availability of broadband hybrid networking services (e.g. digital broadcasting, mobile radio, dedicated short range communication) is a prerequisite for continuous V2X…

Signal Processing · Electrical Eng. & Systems 2022-03-21 Hagen Ußler , Christian Setzefand , Oliver Michler

The question of robust direct communication in vehicular networks is discussed. In most state-of-the-art approaches, there is no central entity controlling channel access, so there may be arbitrary interference from other parties. Thus, a…

Information Theory · Computer Science 2017-10-31 Christian Arendt , Janis Nötzel , Holger Boche

Resource allocation has a direct and profound impact on the performance of vehicle-to-everything (V2X) networks. Considering the dynamic nature of vehicular environments, it is appealing to devise a decentralized strategy to perform…

Networking and Internet Architecture · Computer Science 2019-08-12 Liang Wang , Hao Ye , Le Liang , Geoffrey Ye Li

Advances in the automotive industry and the ever-increasing demand for Connected and Autonomous Vehicles (CAVs) are pushing for a new epoch of networked wireless systems. Vehicular communications, or Vehicle-to-Everything (V2X), are…

Networking and Internet Architecture · Computer Science 2024-05-03 Francesco Linsalata , Eugenio Moro , Maurizio Magarini , Umberto Spagnolini , Antonio Capone

In this work, we present a small-scale testbed for evaluating the real-life performance of cellular V2X (C-V2X) applications on 5G cellular networks. Despite the growing interest and rapid technology development for V2X applications,…

Systems and Control · Electrical Eng. & Systems 2024-05-10 Kaj Munhoz Arfvidsson , Kleio Fragkedaki , Frank J. Jiang , Vandana Narri , Hans-Cristian Lindh , Karl H. Johansson , Jonas Mårtensson

In recent years, the Third Generation Partnership Project (3GPP) has developed the new radio-vehicle-to-everything (NR-V2X) sidelink standard, to enable direct communication between connected and autonomous vehicles (CAVs). Users can…

Networking and Internet Architecture · Computer Science 2026-03-04 Alessandro Bazzi , Vittorio Todisco , Antonella Molinaro , Antoine O. Berthet , Richard A. Stirling-Gallacher , Claudia Campolo

In vehicular communications, intracell interference and the stringent latency requirement are challenging issues. In this paper, a joint spectrum reuse and power allocation problem is formulated for hybrid vehicle-to-vehicle (V2V) and…

Signal Processing · Electrical Eng. & Systems 2019-03-13 Mimi Chen , Jiajun Chen , Xiaojing Chen , Shunqing Zhang , Shugong Xu

This paper presents a detailed quantitative evaluation of standardised Decentralised Congestion Control (DCC) and packet dropping mechanisms for Cellular V2X (C-V2X). Based on the identified shortcomings, an Access layer DCC scheme, RRI…

Networking and Internet Architecture · Computer Science 2021-06-17 Brian McCarthy , Aisling O'Driscoll

Modern vehicles are equipped with more and more sophisticated computer modules, which need to periodically download files from the cloud, such as security certificates, digital maps, system firmwares, etc. Collaborative content distribution…

Networking and Internet Architecture · Computer Science 2018-07-05 Rusheng Zhang , Bo Yu , Hariharan Krishnan

The capability to achieve high-precision positioning accuracy has been considered as one of the most critical requirements for vehicle-to-everything (V2X) services in the fifth-generation (5G) cellular networks. The non-line-of-sight (NLOS)…

Signal Processing · Electrical Eng. & Systems 2021-02-23 Abdurrahman Fouda , Ryan Keating , Amitava Ghosh

In this paper, we focus on the performance of vehicle-to-vehicle (V2V) communication adopting the Dedicated Short Range Communication (DSRC) application in periodic broadcast mode. An analytical model is studied and a fixed point method is…

Networking and Internet Architecture · Computer Science 2021-02-16 Liu Cao , Hao Yin , Jie Hu , Lyutianyang Zhang

In a self-driving environment, vehicles communicate with each other to create a closely spaced multiple vehicle strings on a highway, i.e., high-density vehicle platooning (HDVP). In this paper, we address the Cellular Vehicle to Everything…

Signal Processing · Electrical Eng. & Systems 2018-07-20 Yinan Qi , Tomasz Mach

We take the first step in using vehicle-to-vehicle (V2V) communication to provide real-time on-board traffic predictions. In order to best utilize real-world V2V communication data, we integrate first principle models with deep learning.…

Machine Learning · Computer Science 2021-04-13 Steven Wong , Lejun Jiang , Robin Walters , Tamás G. Molnár , Gábor Orosz , Rose Yu