A novel method of reliable data transmission for Internet of Vehicles based on crowd sensing strategy

IF 1.7 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC International Journal of Communication Systems Pub Date : 2024-07-05 DOI:10.1002/dac.5891
Ting Zhang, Degan Zhang, Ping Zhang, Jie Zhang, Shuhua Tian
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Abstract

The Internet of Vehicles (IoV) is a hot research topic in intelligent transportation, and the research on new methods of intelligent data transmission is one of the key contents. Aiming at the application scenario of urban air quality monitoring data collection and transmission based on IoV, a new reliable data transmission method (Vehicular Grouping-Communicated Data [VGCD]) based on crowd sensing strategy is proposed. This method is designed to utilize the intelligent perception and collaborative monitoring of vehicle to collect data, avoiding redundancy and overload of information; a reliable data transmission minimum delay hybrid routing method is proposed in the data transmission part, which combines encoding mechanism with routing design, integrates routing switching ideas, predicts vehicle adaptive connectivity based on fuzzy logic, and makes probability based routing decisions to minimize delay, achieving reliable and efficient data collection and transmission. The proposed new method has important theoretical significance and practical value for various applications such as dynamic remote perception monitoring based on the IoV in intelligent transportation.

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基于人群感知策略的新型车联网可靠数据传输方法
摘要车联网(IoV)是智能交通领域的研究热点,而智能数据传输新方法的研究是其中的重点内容之一。针对基于车联网的城市空气质量监测数据采集与传输应用场景,提出了一种基于人群感知策略的新型可靠数据传输方法(Vehicular Grouping-Communicated Data [VGCD])。该方法旨在利用车辆的智能感知和协同监测采集数据,避免信息冗余和信息过载;在数据传输部分提出了一种可靠数据传输最小时延混合路由方法,将编码机制与路由设计相结合,融合路由切换思想,基于模糊逻辑预测车辆自适应连通性,并基于概率进行路由决策以最小化时延,实现可靠高效的数据采集和传输。所提出的新方法对智能交通中基于物联网的动态远程感知监控等多种应用具有重要的理论意义和实用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.90
自引率
9.50%
发文量
323
审稿时长
7.9 months
期刊介绍: The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.
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