基于QoS和模糊逻辑的5G蜂窝车联网通信切换策略

IF 2 3区 计算机科学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Bo Li, Zisu Na, Rongrong Qian, Hongwei Ding
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引用次数: 0

摘要

如何保证车与车、车与路混合通信的可靠性,保证车联网通信过程中的无缝切换,是5G蜂窝车联网的研究热点。针对V2V (Vehicle to Vehicle)和V2I (Vehicle to Infrastructure)场景,提出了一种5G蜂窝车联网通信切换策略模型,该模型将模糊逻辑和用户满意度相结合以获取服务质量,根据无线网络中的各种参数对切换触发时间和切换目标进行智能决策,使车辆在车载终端切换过程中能够切换到最佳服务目标。实验研究表明,该方法在切换触发率、切换次数和服务质量等切换指标上均优于其他常用方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
QoS and Fuzzy Logic Based Communication Handover Strategy in 5G Cellular Internet of Vehicles
How to ensure the reliability of mixed communication between vehicle to vehicle and vehicle to road, and how to ensure seamless handover during communication in the Internet of Vehicles, is a research hotspot in 5G cellular Internet of Vehicles. This paper proposes a 5G cellular Internet of Vehicles communication handover strategy model for V2V (Vehicle to Vehicle) and V2I (Vehicle to Infrastructure) scenarios, which combines fuzzy logic and user satisfaction for obtaining quality of service, and can make intelligent decisions on handover trigger timing and handover targets based on various parameters in the wireless network, so that the vehicle can handover to the best service target in the process of vehicle terminal handover. The experimental study shows that the proposed method outperforms other common methods in terms of handover metrics such as handover trigger rate, handover times and quality of service compared to existing studies.
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来源期刊
Computer Supported Cooperative Work-The Journal of Collaborative Computing
Computer Supported Cooperative Work-The Journal of Collaborative Computing COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
6.40
自引率
4.20%
发文量
31
审稿时长
>12 weeks
期刊介绍: Computer Supported Cooperative Work (CSCW): The Journal of Collaborative Computing and Work Practices is devoted to innovative research in computer-supported cooperative work (CSCW). It provides an interdisciplinary and international forum for the debate and exchange of ideas concerning theoretical, practical, technical, and social issues in CSCW. The CSCW Journal arose in response to the growing interest in the design, implementation and use of technical systems (including computing, information, and communications technologies) which support people working cooperatively, and its scope remains to encompass the multifarious aspects of research within CSCW and related areas. The CSCW Journal focuses on research oriented towards the development of collaborative computing technologies on the basis of studies of actual cooperative work practices (where ‘work’ is used in the wider sense). That is, it welcomes in particular submissions that (a) report on findings from ethnographic or similar kinds of in-depth fieldwork of work practices with a view to their technological implications, (b) report on empirical evaluations of the use of extant or novel technical solutions under real-world conditions, and/or (c) develop technical or conceptual frameworks for practice-oriented computing research based on previous fieldwork and evaluations.
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