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Artificial Intelligence-Generated Content (AIGC) refers to the paradigm of automated content generation utilizing AI models. Mobile AIGC services in the Internet of Vehicles (IoV) network have numerous advantages over traditional…

人工智能 · 计算机科学 2024-05-10 Jiani Fan , Minrui Xu , Ziyao Liu , Huanyi Ye , Chaojie Gu , Dusit Niyato , Kwok-Yan Lam

The Internet of Vehicles (IoV) enables real-time data exchange among vehicles and roadside units and thus provides a promising solution to alleviate traffic jams in the urban area. Meanwhile, better traffic management via efficient traffic…

多智能体系统 · 计算机科学 2021-01-06 Pengyuan Zhou , Xianfu Chen , Zhi Liu , Tristan Braud , Pan Hui , Jussi Kangasharju

In the context of evolving smart cities and autonomous transportation systems, Vehicular Ad-hoc Networks (VANETs) and the Internet of Vehicles (IoV) are growing in significance. Vehicles are becoming more than just a means of…

系统与控制 · 电气工程与系统科学 2023-09-25 Yousef AlSaqabi , Bhaskar Krishnamachari

In this paper, we develop a decentralized resource allocation mechanism for vehicle-to-vehicle (V2V) communications based on deep reinforcement learning, which can be applied to both unicast and broadcast scenarios. According to the…

信息论 · 计算机科学 2018-05-21 Hao Ye , Geoffrey Ye Li , Biing-Hwang Fred Juang

Federated learning (FL) can empower Internet-of-Vehicles (IoV) networks by leveraging smart vehicles (SVs) to participate in the learning process with minimum data exchanges and privacy disclosure. The collected data and learned knowledge…

网络与互联网体系结构 · 计算机科学 2021-03-12 Yuris Mulya Saputra , Dinh Thai Hoang , Diep N. Nguyen , Le-Nam Tran , Shimin Gong , Eryk Dutkiewicz

This paper aims to provide differentiated security protection for infotainment data communication in Internet-of-Vehicle (IoV) networks. The IoV is a network of vehicles that uses various sensors, software, built-in hardware, and…

密码学与安全 · 计算机科学 2024-04-01 Jiani Fan , Lwin Khin Shar , Jiale Guo , Wenzhuo Yang , Dusit Niyato , Kwok-Yan Lam

In this article, we develop a decentralized resource allocation mechanism for vehicle-to-vehicle (V2V) communication systems based on deep reinforcement learning. Each V2V link is considered as an agent, making its own decisions to find…

信息论 · 计算机科学 2017-11-07 Hao Ye , Geoffrey Ye Li

Advancements in smart vehicle design have enabled the creation of Internet of Vehicle (IoV) technologies that can utilize the information provided by various sensors and wireless communication to perform complex functionality. Many of these…

网络与互联网体系结构 · 计算机科学 2022-04-22 Afonso Fontes , Igor de L. Ribeiro , Khan Muhammad , Amir H. Gandomi , Gregory Gay , Victor Hugo C. de Albuquerque

Large-scale Internet of Vehicles (IoV) deployments increasingly demand the on-device adaptation of foundation models to support diverse, mission-critical perception tasks. While federated fine-tuning offers a promising solution for…

机器学习 · 计算机科学 2026-05-05 Bokeng Zheng , Jianqiang Zhong , Jiayi Liu , Lei Xue , Xu Chen , Xiaoxi Zhang

Internet of Vehicles (IoV) is a promising branch of the Internet of Things. IoV simulates a large variety of crowdsourcing applications such as Waze, Uber, and Amazon Mechanical Turk, etc. Users of these applications report the real-time…

密码学与安全 · 计算机科学 2020-12-23 Yang Zhao , Jun Zhao , Mengmeng Yang , Teng Wang , Ning Wang , Lingjuan Lyu , Dusit Niyato , Kwok-Yan Lam

Limited computing resources of internet-of-things (IoT) nodes incur prohibitive latency in processing input data. This triggers new research opportunities toward task offloading systems where edge servers handle intensive computations of…

信息论 · 计算机科学 2022-07-29 Sangwon Hwang , Hoon Lee , Juseong Park , Inkyu Lee

Routing strategies under the aegis of dynamic traffic assignment have been proposed in the literature to optimize system performance. However, challenges have persisted in their deployment ability and effectiveness due to inherent strong…

物理与社会 · 物理学 2021-02-02 Chaojie Wang , Srinivas Peeta , Jian Wang

Recent developments of advanced Human-Vehicle Interactions rely on the concept Internet-of-Vehicles (IoV), to achieve large-scale communications and synchronizations of data in practice. The concept of IoV is highly similar to a distributed…

密码学与安全 · 计算机科学 2022-02-16 Yicun Duan , Junyu Liu , Wangkai Jin , Xiangjun Peng

As the fog-based internet of vehicles (IoV) is equipped with rich perception, computing, communication and storage resources, it provides a new solution for the bulk data processing. However, the impact caused by the mobility of vehicles…

网络与互联网体系结构 · 计算机科学 2023-03-01 Weihua Wu , Peng Wang , Yuan Zhang , Weijia Han , He Yi , Tony Q. S. Quek

Mobile edge computing (MEC) has become a promising solution to utilize distributed computing resources for supporting computation-intensive vehicular applications in dynamic driving environments. To facilitate this paradigm, the onsite…

分布式、并行与集群计算 · 计算机科学 2021-01-05 Minghui Liwang , Ruitao Chen , Xianbin Wang

With the incoming introduction of 5G networks and the advancement in technologies, such as Network Function Virtualization and Software Defined Networking, new and emerging networking technologies and use cases are taking shape. One such…

网络与互联网体系结构 · 计算机科学 2021-02-23 Dimitrios Michael Manias , Abdallah Shami

The Internet of Vehicles (IoV) transforms the transportation ecosystem promising pervasive connectivity and data-driven approaches. Deep learning and generative Artificial Intelligence (AI) have the potential to significantly enhance the…

网络与互联网体系结构 · 计算机科学 2025-07-04 Hao Liu , Bo Yang , Zhiwen Yu , Xuelin Cao , George C. Alexandropoulos , Yan Zhang , Chau Yuen

Mobile edge computing (MEC)-assisted internet of vehicle (IoV) is emerging as a promising paradigm to provide computing services for vehicles. However, meeting the computing-sensitive and computation-intensive demands of vehicles poses…

网络与互联网体系结构 · 计算机科学 2025-08-25 Yanheng Liu , Dalin Li , Hao Wu , Zemin Sun , Weihong Qin , Jun Li , Hongyang Du , Geng Sun

The introduction of 6G technology into the Internet of Vehicles (IoV) promises to revolutionize connectivity with ultra-high data rates and seamless network coverage. However, this technological leap also brings significant challenges,…

密码学与安全 · 计算机科学 2024-07-23 Abdelaziz Amara korba , Souad Sebaa , Malik Mabrouki , Yacine Ghamri-Doudane , Karima Benatchba

The Internet of Vehicles (IoV) is an emerging paradigm, driven by recent advancements in vehicular communications and networking. Advances in research can now provide reliable communication links between vehicles, via vehicle-to-vehicle…

网络与互联网体系结构 · 计算机科学 2019-06-04 Jun Zhang , Khaled B. Letaief
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