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Single-vehicle Vision-Language Models (VLMs) are fundamentally constrained by sensor occlusions. While Vehicle-to-Everything (V2X) systems mitigate this, current benchmarks lack the cooperative reasoning required for resolving ambiguities…

计算机视觉与模式识别 · 计算机科学 2026-05-26 Kevin Richard , Alphin Varghese , Colin Pham , David Oh , Srijan Das

The evolution of wireless communications into 6G and beyond is expected to rely on new machine learning (ML)-based capabilities. These can enable proactive decisions and actions from wireless-network components to sustain quality-of-service…

In this paper, we investigate sub-6 GHz V2X sidelink positioning scenarios in 5G vehicular networks through a comprehensive end-to-end methodology encompassing ray-tracing-based channel modeling, novel theoretical performance bounds,…

信号处理 · 电气工程与系统科学 2023-10-24 Yu Ge , Maximilian Stark , Musa Furkan Keskin , Frank Hofmann , Thomas Hansen , Henk Wymeersch

This paper firstly develops an analytical framework to investigate the performance of uplink (UL) / downlink (DL) decoupled access in cellular vehicle-to-everything (C-V2X) networks, in which a vehicle's UL/DL can be connected to different…

信号处理 · 电气工程与系统科学 2024-05-13 Luofang Jiao , Kai Yu , Jiacheng Chen , Tingting Liu , Haibo Zhou , Lin Cai

We are on the verge of a new age of linked autonomous cars with unheard-of user experiences, dramatically improved air quality and road safety, extremely varied transportation settings, and a plethora of cutting-edge apps. A substantially…

信号处理 · 电气工程与系统科学 2023-11-29 Donglin Wang , Yann Nana Nganso , Hans D. Schotten

Cellular (C) setups facilitate the connectivity amongst the devices with better provisioning of services to its users. Vehicular networks are one of the representative setups that aim at expanding their functionalities by using the…

网络与互联网体系结构 · 计算机科学 2019-09-18 Vishal Sharma , Jiyoon Kim , Yongho Ko , Ilsun You , Jung Taek Seo

This paper addresses the validation of electric vehicle supply equipment by means of a real-time capable co-simulation approach. This setup implies both pure software and real-time simulation tasks with different sampling rates dependent on…

系统与控制 · 计算机科学 2018-12-27 Felix Lehfuss , Georg Lauss , Christian Seitl , Fabian Leimgruber , Martin Noehrer , Thomas I. Strasser

Cellular vehicle-to-everything (C-V2X) networks provide a promising solution to improve road safety and traffic efficiency. One key challenge in such systems lies in meeting quality-of-service (QoS) requirements of vehicular communication…

信息论 · 计算机科学 2025-05-06 Tingyu Shui , Walid Saad , Ye Hu , Mingzhe Chen

The uplink (UL)/downlink (DL) decoupled access has been emerging as a novel access architecture to improve the performance gains in cellular networks. In this paper, we investigate the UL/DL decoupled access performance in cellular…

信号处理 · 电气工程与系统科学 2022-12-13 Luofang Jiao , Kai Yu , Yunting Xu , Tianqi Zhang , Haibo Zhou , Xuemin , Shen

Vehicle-to-everything (V2X) cooperation has emerged as a promising paradigm to overcome the perception limitations of classical autonomous driving by leveraging information from both ego-vehicle and infrastructure sensors. However,…

机器人学 · 计算机科学 2025-06-23 Junwei You , Haotian Shi , Zhuoyu Jiang , Zilin Huang , Rui Gan , Keshu Wu , Xi Cheng , Xiaopeng Li , Bin Ran

An accurate and robust localization system is crucial for autonomous vehicles (AVs) to enable safe driving in urban scenes. While existing global navigation satellite system (GNSS)-based methods are effective at locating vehicles in…

机器人学 · 计算机科学 2023-04-04 Zilin Huang , Sikai Chen , Yuzhuang Pian , Zihao Sheng , Soyoung Ahn , David A. Noyce

In recent years, the use of cellular network technologies to provide communication-based applications to vehicles has received considerable attention. 3GPP, the standardization body responsible for cellular networks specifications, is…

网络与互联网体系结构 · 计算机科学 2024-03-27 Ignacio Soto , Maria Calderon , Oscar Amador , Manuel Urueña

Ultra-reliable vehicle-to-everything (V2X) communication is essential for enabling the next generation of intelligent vehicles. V2X communication is a growing area of communication, that connects vehicles to neighboring vehicles (V2V),…

网络与互联网体系结构 · 计算机科学 2019-05-24 Hamza Khan , Petri Luoto , Sumudu Samarakoon , Mehdi Bennis , Matti Latva-Aho

In Release 14, the 3rd Generation Partnership Project (3GPP) introduced Cellular Vehicle--to--Everything (C-V2X) \textit{mode-4} as a novel disruptive technology to support sidelink vehicular communications in out--of--coverage scenarios.…

信号处理 · 电气工程与系统科学 2018-07-16 Luis F. Abanto-Leon , Arie Koppelaar , Sonia Heemstra de Groot

The 3rd Generation Partnership Project (3GPP) introduced Cellular Vehicle-to-Everything (C-V2X) as a novel technology for enabling sidelink vehicular communications. While a distributed scheduling scheme (i.e., C-V2X mode-4) has been…

信号处理 · 电气工程与系统科学 2021-02-24 Luis F. Abanto-Leon , Arie Koppelaar , Chetan B. Math , Sonia Heemstra de Groot

This paper presents a LiDAR-based end-to-end autonomous driving method with Vehicle-to-Everything (V2X) communication integration, termed V2X-Lead, to address the challenges of navigating unregulated urban scenarios under mixed-autonomy…

机器人学 · 计算机科学 2023-09-28 Zhiyun Deng , Yanjun Shi , Weiming Shen

Visible light communication (VLC) is nowadays envisaged as a promising technology to enable new classes of services in intelligent transportation systems ranging, e.g., from assisted driving to autonomous vehicles. The assessment of the…

信号处理 · 电气工程与系统科学 2020-04-03 Stefano Caputo , Lorenzo Mucchi , Francesco Saverio Cataliotti , Marco Seminara , Tassadaq Nawaz , Jacopo Catani

Cellular Vehicle-to-Everything (C-V2X) is a frontier in the evolution of distributed communication introduced in 3GPP release 14 to advanced use cases. While research efforts continue to optimize the accessible bandwidth for transportation…

网络与互联网体系结构 · 计算机科学 2023-03-14 Mahdi Zaman , Md Saifuddin , Mahdi Razzaghpour , Yaser Fallah , Jayanthi Rao

The analysis of the end-to-end behavior of novel mobile communication methods in concrete evaluation scenarios frequently results in a methodological dilemma: Real world measurement campaigns are highly time-consuming and lack of a…

网络与互联网体系结构 · 计算机科学 2020-08-19 Benjamin Sliwa , Manuel Patchou , Christian Wietfeld

We present LUNES, an agent-based Large Unstructured NEtwork Simulator, which allows to simulate complex networks composed of a high number of nodes. LUNES is modular, since it splits the three phases of network topology creation, protocol…

分布式、并行与集群计算 · 计算机科学 2015-03-19 Gabriele D'Angelo , Stefano Ferretti