Intelligent mobility management in emerging vehicular networks
新兴车辆网络中的智能移动管理
基本信息
- 批准号:RGPIN-2019-05392
- 负责人:
- 金额:$ 2.48万
- 依托单位:
- 依托单位国家:加拿大
- 项目类别:Discovery Grants Program - Individual
- 财政年份:2019
- 资助国家:加拿大
- 起止时间:2019-01-01 至 2020-12-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
***Vehicular networks are*emerging networks that make it possible to connect vehicles to one another and to*link them with road infrastructures. Managing mobility in such networks raises several*challenges we wish to address in this proposal. These networks make it possible*to implement different types of applications: safety applications to avoid*collisions and road work for example, real-time applications for automated*driving assistance, intelligent transport system (ITS) applications to manage traffic*and suggest detours amongst others, comfort applications such as automatic toll*payments on motorways, connection to online multimedia content, etc. To*function efficiently, the vehicle has an increased need for computing power as*well as a nearly-continuous connection. The*research program we hereby present focuses on intelligent mobility management in*emerging vehicular networks. It covers areas as broad as mobile networks,*artificial intelligence, machine learning, data science and mathematical*optimization, in order to address road congestion created by vehicles and causing*traffic jams. ******The main objective of this*research program is to design intelligent methods, algorithms and tools to efficiently*manage vehicular mobility in real time through traffic congestion prediction,*detection and control. In the longer term, this research program aims at proposing*a mobility management architecture for next-generation ad-hoc vehicular*networks based on machine learning and endowed with the ability to predict*traffic congestion or to reduce it. To achieve this objective, we propose*an approach based on the four Vs that characterize big data: Volume, Variety,*Veracity and Variability. Our long-term architecture will allow to collect,*extract and understand relevant information from network generated data and*users in order to infer strategic actions and decisions to detect, control and*predict traffic congestion and provide better quality of service as well as an*improved experience to road users.******Mobility*management in emerging vehicular networks is a problem of great importance both*from the point of view of scientific research and the commercial expansion in*autonomous vehicles. It raises many challenges that condition the adoption of*these networks. In fact, vehicular networks will make possible various*applications: road safety applications, efficient transport applications,*surveillance applications.
* 车辆网络是 * 新兴的网络,使车辆相互连接并将其与道路基础设施连接成为可能。在这样的网络中管理移动性提出了我们希望在本提案中解决的几个挑战。这些网络使得实现不同类型的应用成为可能:用于避免碰撞和道路施工的安全应用,例如,用于自动驾驶辅助的实时应用,用于管理交通和建议绕行的智能交通系统(ITS)应用,以及诸如高速公路上的自动收费支付、连接到在线多媒体内容等的舒适应用。车辆对计算能力以及几乎连续的连接的需求增加。我们在此提出的研究计划主要集中在新兴的车辆网络中的智能移动性管理。它涵盖了广泛的领域,包括移动的网络、* 人工智能、机器学习、数据科学和数学 * 优化,以解决车辆造成的道路拥堵和交通堵塞。** 本研究计划的主要目标是设计智能方法、算法和工具,通过交通拥堵预测、检测和控制,真实的实时有效地管理车辆移动性。从长远来看,本研究计划旨在提出一种基于机器学习的下一代自组织车辆网络的移动性管理架构,并赋予其预测交通拥堵或减少交通拥堵的能力。为了实现这一目标,我们提出了一种基于大数据特征的四个V的方法:容量,多样性,准确性和可变性。我们的长期架构将允许从网络生成的数据和用户中收集、提取和理解相关信息,以便推断战略行动和决策,以检测、控制和预测交通拥堵,并为道路使用者提供更好的服务质量和更好的体验。新兴车辆网络中的移动性管理是一个非常重要的问题,无论是从科学研究的角度还是从自动驾驶汽车的商业扩张的角度来看。它提出了许多挑战,这些挑战制约着这些网络的采用。事实上,车辆网络将使各种应用成为可能:道路安全应用,高效运输应用,监控应用。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Pierre, Samuel其他文献
A Seamless Mobility Management Protocol in 5G Locator Identificator Split Dense Small Cells
- DOI:
10.1109/tmc.2019.2915071 - 发表时间:
2020-08-01 - 期刊:
- 影响因子:7.9
- 作者:
Fafolahan, Eric Mayeul O.;Pierre, Samuel - 通讯作者:
Pierre, Samuel
BrainShield: A Hybrid Machine Learning-Based Malware Detection Model for Android Devices
- DOI:
10.3390/electronics10232948 - 发表时间:
2021-12-01 - 期刊:
- 影响因子:2.9
- 作者:
Rodrigo, Corentin;Pierre, Samuel;El Khoury, Franjieh - 通讯作者:
El Khoury, Franjieh
Prioritizing and scheduling messages for congestion control in vehicular ad hoc networks
- DOI:
10.1016/j.comnet.2016.06.027 - 发表时间:
2016-10-24 - 期刊:
- 影响因子:5.6
- 作者:
Taherkhani, Nasrin;Pierre, Samuel - 通讯作者:
Pierre, Samuel
A flexible testbed architecture for VANET
- DOI:
10.1016/j.vehcom.2017.04.004 - 发表时间:
2017-07-01 - 期刊:
- 影响因子:6.7
- 作者:
Ahmed, Hazem;Pierre, Samuel;Quintero, Alejandro - 通讯作者:
Quintero, Alejandro
A distributed energy-efficient clustering protocol for wireless sensor networks
- DOI:
10.1016/j.compeleceng.2009.03.008 - 发表时间:
2010-03-01 - 期刊:
- 影响因子:4.3
- 作者:
Chamam, Ali;Pierre, Samuel - 通讯作者:
Pierre, Samuel
Pierre, Samuel的其他文献
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{{ truncateString('Pierre, Samuel', 18)}}的其他基金
Intelligent mobility management in emerging vehicular networks
新兴车辆网络中的智能移动管理
- 批准号:
RGPIN-2019-05392 - 财政年份:2022
- 资助金额:
$ 2.48万 - 项目类别:
Discovery Grants Program - Individual
Intelligent mobility management in emerging vehicular networks
新兴车辆网络中的智能移动管理
- 批准号:
RGPIN-2019-05392 - 财政年份:2021
- 资助金额:
$ 2.48万 - 项目类别:
Discovery Grants Program - Individual
Architecture et technologies innovantes de soutien au commerce mobile (ATISCOM)
移动商务架构与技术创新 (ATISCOM)
- 批准号:
517429-2017 - 财政年份:2021
- 资助金额:
$ 2.48万 - 项目类别:
Collaborative Research and Development Grants
Architecture and Platform for Smart Environments and Cities (APSEC)
智能环境和城市的架构和平台 (APSEC)
- 批准号:
537626-2018 - 财政年份:2021
- 资助金额:
$ 2.48万 - 项目类别:
Collaborative Research and Development Grants
Architecture and Platform for Smart Environments and Cities (APSEC)
智能环境和城市的架构和平台 (APSEC)
- 批准号:
537626-2018 - 财政年份:2020
- 资助金额:
$ 2.48万 - 项目类别:
Collaborative Research and Development Grants
Architecture et technologies innovantes de soutien au commerce mobile (ATISCOM)
移动商务架构与技术创新 (ATISCOM)
- 批准号:
517429-2017 - 财政年份:2020
- 资助金额:
$ 2.48万 - 项目类别:
Collaborative Research and Development Grants
Intelligent mobility management in emerging vehicular networks
新兴车辆网络中的智能移动管理
- 批准号:
RGPIN-2019-05392 - 财政年份:2020
- 资助金额:
$ 2.48万 - 项目类别:
Discovery Grants Program - Individual
Architecture and Platform for Smart Environments and Cities (APSEC)
智能环境和城市的架构和平台 (APSEC)
- 批准号:
537626-2018 - 财政年份:2019
- 资助金额:
$ 2.48万 - 项目类别:
Collaborative Research and Development Grants
Architecture et technologies innovantes de soutien au commerce mobile (ATISCOM)
移动商务架构与技术创新 (ATISCOM)
- 批准号:
517429-2017 - 财政年份:2018
- 资助金额:
$ 2.48万 - 项目类别:
Collaborative Research and Development Grants
Conception et développement d'une plateforme dédiée au paiement mobile
移动平台的构想和开发
- 批准号:
508702-2017 - 财政年份:2017
- 资助金额:
$ 2.48万 - 项目类别:
Engage Grants Program
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