使用基于模糊-BCM 决策策略的分布式中继选择,用于 VANET 中的多跳数据传播

IF 2.1 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
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引用次数: 0

摘要

摘要 在城市车载 Ad-hoc 网络(VANET)中,由于网络的动态性和复杂性,有效传播交通数据具有挑战性。通常采用基于多跳的广播方法来解决这一问题。然而,选择最佳中继节点是一项挑战,会直接影响网络性能。现有的中继选择策略,如基于信标的方法,在不同流量条件下的扩展性受到限制。本文针对城市多跳 VANET 提出了一种多属性中继选择策略,以克服这些挑战。该策略根据每个接收节点的实时状态评估其转播能力。它利用基于模糊-BCM 的权重估计策略来确定每个属性对节点能力的贡献。广播能力最强的节点将优先访问信道并广播数据包。考虑到各种交通流量和速度变化,在 VANET 模拟环境中通过模拟测试对所提出的方案进行了评估。与四种基准方法进行了性能比较。结果表明,与基准方法相比,拟议方案的整体传播效率提高了 51.1%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A distributed relay selection using a fuzzy-BCM based decision making strategy for multi-hop data dissemination in VANETs

Abstract

In urban Vehicular Ad-hoc Networks (VANETs), disseminating traffic data efficiently is challenging due to the dynamic and complex nature of the network. Multi-hop-based broadcasting approaches are commonly used to address this issue. However, selecting the optimal relay nodes poses a challenge and directly impacts network performance. Existing relay selection strategies, such as beacon-based methods, have limitations in scaling under different traffic conditions. This paper proposes a multi-attribute relay selection strategy for urban multi-hop VANETs to overcome these challenges. The strategy evaluates the rebroadcast capability of each receiving node based on its real-time status. It utilizes a fuzzy-BCM-based weight estimation strategy to determine the contribution of each attribute to the node’s capability. The node with the highest broadcasting capability is given priority to access the channel and broadcast the data packet. The proposed scheme is evaluated through simulation tests in VANET simulation environments, considering various traffic flow and speed variations. Performance comparison with four benchmark methods is conducted. The results show that the proposed scheme improves the overall dissemination efficiency by 51.1% compared to the benchmarked methods.

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来源期刊
Wireless Networks
Wireless Networks 工程技术-电信学
CiteScore
7.70
自引率
3.30%
发文量
314
审稿时长
5.5 months
期刊介绍: The wireless communication revolution is bringing fundamental changes to data networking, telecommunication, and is making integrated networks a reality. By freeing the user from the cord, personal communications networks, wireless LAN''s, mobile radio networks and cellular systems, harbor the promise of fully distributed mobile computing and communications, any time, anywhere. Focusing on the networking and user aspects of the field, Wireless Networks provides a global forum for archival value contributions documenting these fast growing areas of interest. The journal publishes refereed articles dealing with research, experience and management issues of wireless networks. Its aim is to allow the reader to benefit from experience, problems and solutions described.
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