FSAQoS: A Fuzzy-Based System for Assessment of QoS of V2V Communication Links in SDN-VANETs and Its Performance Evaluation

被引:1
|
作者
Qafzezi, Ermioni [1 ]
Bylykbashi, Kevin [1 ]
Ampririt, Phudit [1 ]
Ikeda, Makoto [1 ]
Matsuo, Keita [1 ]
Barolli, Leonard [1 ]
机构
[1] Fukuoka Inst Technol, Fukuoka, Japan
关键词
Edge Computing; Fuzzy Logic; Interference; Latency; QoS; Reliability; SDN; VANETs;
D O I
10.4018/IJDST.300338
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To ensure a successful transfer of messages in vehicular ad hoc networks (VANETs), data communication channels between vehicles must meet specific standards. As a result, determining the quality of service (QoS) of the communication links established among vehicles is a critical task. In this paper, the authors present a fuzzy system for assessment of quality of service (FSAQoS) in which they consider two models (FSAQoS1 and FSAQoS2) to assess QoS in software-defined VANETs (SDN-VANETs). FSAQoS1 takes into consideration the latency of message transmission between neighboring vehicles, the reliability of data exchange, as well as the beacon signals disseminated across the network that inform vehicles about the state and location of their neighbors. In addition to these parameters, FSAQoS2 considers the interference of the concurrent transmission of nearby vehicles. They evaluate the proposed system by computer simulations. From the evaluation results, they see that FSAQoS2 shows better results than FSAQoS1, although its complexity is higher.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] A Fuzzy-Based System for Assessment of QoS of V2V Communication Links in SDN-VANETs
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Ampririt, Phudit
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    ADVANCES IN INTERNET, DATA & WEB TECHNOLOGIES (EIDWT-2022), 2022, 118 : 153 - 162
  • [2] A Fuzzy-Based System for Assessment of QoS of V2V Communication Links in SDN-VANETs
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Ampririt, Phudit
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    Lecture Notes on Data Engineering and Communications Technologies, 2022, 118 : 153 - 162
  • [3] A QoS-Aware Fuzzy-Based System for Assessment of Edge Computing Resources in SDN-VANETs: System Implementation and Performance Evaluation
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Ampririt, Phudit
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    INTERNATIONAL JOURNAL OF MOBILE COMPUTING AND MULTIMEDIA COMMUNICATIONS, 2021, 12 (04)
  • [4] A New Fuzzy-Based Resource Management System for SDN-VANETs
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Spaho, Evjola
    Barolli, Leonard
    INTERNATIONAL JOURNAL OF MOBILE COMPUTING AND MULTIMEDIA COMMUNICATIONS, 2019, 10 (04) : 1 - 12
  • [5] A Fuzzy-Based System for Assessment of Fog Computing Resources in SDN-VANETs Considering Service Migration Speed as a New Parameter
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Barolli, Admir
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    ADVANCES IN INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS, INCOS-2022, 2022, 527 : 140 - 149
  • [6] A Fuzzy-Based Approach for the Assessment of the Edge Layer Processing Capability in SDN-VANETs: A Comparation Study of Testbed and Simulation System Results
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Higashi, Shunya
    Ampririt, Phudit
    Matsuo, Keita
    Barolli, Leonard
    VEHICLES, 2023, 5 (03): : 1087 - 1103
  • [7] A Fuzzy-Based System for Assessment of Performance Error in VANETs
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Higashi, Shunya
    Ampririt, Phudit
    Matsuo, Keita
    Barolli, Leonard
    ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 3, AINA 2024, 2024, 201 : 133 - 142
  • [8] A fuzzy-based approach for resource management in SDN-VANETs: Effect of trustworthiness on assessment of available edge computing resources
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Ampririt, Phudit
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    JOURNAL OF HIGH SPEED NETWORKS, 2021, 27 (01) : 33 - 44
  • [9] A Social-based Data Forwarding Mechanism for V2V Communication in VANETs
    Tian, Rui
    Jiao, Zhenzhen
    Bian, Guiyun
    Huang, Zhiqing
    Hou, Yibin
    PROCEEDINGS OF THE 2015 10TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND NETWORKING IN CHINA CHINACOM 2015, 2015, : 595 - 599
  • [10] Fuzzy control for Platooning systems based on V2V communication
    Li, Handong
    Tiwari, Rajesh
    Pickert, Volker
    Dlay, Satnam
    2018 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRONICS & COMMUNICATIONS ENGINEERING (ICCECE), 2018, : 247 - 252