A distributed relay selection using a fuzzy-BCM based decision making strategy for multi-hop data dissemination in VANETs

被引:0
|
作者
Debalki, Yonas Abate [1 ,2 ,3 ]
Hou, Jin [1 ,2 ]
Adane, Baye Yemataw [4 ]
Mawutor, Vittor Gift [1 ,2 ]
Dang, Hui [1 ,2 ,4 ]
机构
[1] Southwest Jiaotong Univ, Sch Informat Sci & Technol, IPSOM Lab, Chengdu, Sichuan, Peoples R China
[2] Southwest Jiaotong Univ, Natl Engn Lab Integrated Transportat Big Data Appl, Chengdu 611756, Sichuan, Peoples R China
[3] Wollo Univ, Kombolcha Inst Technol, Coll Informat, Kombolcha 1145, Ethiopia
[4] Southwest Jiaotong Univ, Sch Comp & Artificial Intelligence, Chengdu 611756, Sichuan, Peoples R China
关键词
Fuzzy-BCM; Multi-hop broadcasting; Multi-metric relay selection; Broadcast suppression; VANET; BROADCAST; PROTOCOL; INTERNET; SCHEME;
D O I
10.1007/s11276-024-03705-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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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页码:2873 / 2894
页数:22
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