Fuzzy-Logic Based Model for VANET Performance Metrics Analysis
Vehicular Ad-hoc Networks (VANETs) allows a spontaneous communication between vehicle to vehicles and road-side units(RSU) using wireless interfaces and road-side infrastructure to form Intelligent Transportation System (ITS). VANET, prime objective is to provide information about accidents or unwa...
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| Format: | Article |
| Language: | English |
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Sir Syed University of Engineering and Technology, Karachi.
2024-04-01
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| Series: | Sir Syed University Research Journal of Engineering and Technology |
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| Online Access: | http://www.sirsyeduniversity.edu.pk/ssurj/rj/index.php/ssurj/article/view/625 |
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| _version_ | 1849418607625240576 |
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| author | Shahnila Badar Baloch Muhammad Tayyab Yaqoob Asif Gulraiz Rabbia Muhammad Qasmi |
| author_facet | Shahnila Badar Baloch Muhammad Tayyab Yaqoob Asif Gulraiz Rabbia Muhammad Qasmi |
| author_sort | Shahnila Badar Baloch |
| collection | DOAJ |
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Vehicular Ad-hoc Networks (VANETs) allows a spontaneous communication between vehicle to vehicles and road-side units(RSU) using wireless interfaces and road-side infrastructure to form Intelligent Transportation System (ITS). VANET, prime objective is to provide information about accidents or unwanted situations and traffic conditions to the drivers. As VANETs are dynamic in nature, the vehicle nodes to discover the best possible route to broadcast an emergency message is a challenge.
To study different highway and urban road scenarios, there is a need to simulate and evaluate the network performance analysis of routing protocols beforehand since real-time implementation is rather challenging or expensive. This paper focuses on the VANET routing protocols evaluation, to find an appropriate protocol which provide suitable Quality of Service (QoS) to end users in both safety and non-safety conditions. To simplify the QoS evaluation problem, Hierarchical Fuzzy Inference
System (HFIS) model has been designed and simulated in MATLAB R2018b that analysis the network performance metrics of VANET routing protocols. From the simulations, it is observed that that OLSR routing protocol for both safety and non-safety applications, outperforms other routing protocols as its global QoS reaches to approximately 84% efficiency.
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| format | Article |
| id | doaj-art-3f46eef47f014fb8ade83e6677379f95 |
| institution | Kabale University |
| issn | 1997-0641 2415-2048 |
| language | English |
| publishDate | 2024-04-01 |
| publisher | Sir Syed University of Engineering and Technology, Karachi. |
| record_format | Article |
| series | Sir Syed University Research Journal of Engineering and Technology |
| spelling | doaj-art-3f46eef47f014fb8ade83e6677379f952025-08-20T03:32:24ZengSir Syed University of Engineering and Technology, Karachi.Sir Syed University Research Journal of Engineering and Technology1997-06412415-20482024-04-0114110.33317/ssurj.625Fuzzy-Logic Based Model for VANET Performance Metrics AnalysisShahnila Badar Baloch0Muhammad Tayyab Yaqoob1Asif GulraizRabbia Muhammad Qasmi2DHA SUFFA University KarachiDHA SUFFA University KarachiDHA SUFFA University Karachi Vehicular Ad-hoc Networks (VANETs) allows a spontaneous communication between vehicle to vehicles and road-side units(RSU) using wireless interfaces and road-side infrastructure to form Intelligent Transportation System (ITS). VANET, prime objective is to provide information about accidents or unwanted situations and traffic conditions to the drivers. As VANETs are dynamic in nature, the vehicle nodes to discover the best possible route to broadcast an emergency message is a challenge. To study different highway and urban road scenarios, there is a need to simulate and evaluate the network performance analysis of routing protocols beforehand since real-time implementation is rather challenging or expensive. This paper focuses on the VANET routing protocols evaluation, to find an appropriate protocol which provide suitable Quality of Service (QoS) to end users in both safety and non-safety conditions. To simplify the QoS evaluation problem, Hierarchical Fuzzy Inference System (HFIS) model has been designed and simulated in MATLAB R2018b that analysis the network performance metrics of VANET routing protocols. From the simulations, it is observed that that OLSR routing protocol for both safety and non-safety applications, outperforms other routing protocols as its global QoS reaches to approximately 84% efficiency. http://www.sirsyeduniversity.edu.pk/ssurj/rj/index.php/ssurj/article/view/625Fuzzy LogicIntelligent Transportation SystemQuality of Service Routing Protocols Vehicular Ad-hoc Networks |
| spellingShingle | Shahnila Badar Baloch Muhammad Tayyab Yaqoob Asif Gulraiz Rabbia Muhammad Qasmi Fuzzy-Logic Based Model for VANET Performance Metrics Analysis Sir Syed University Research Journal of Engineering and Technology Fuzzy Logic Intelligent Transportation System Quality of Service Routing Protocols Vehicular Ad-hoc Networks |
| title | Fuzzy-Logic Based Model for VANET Performance Metrics Analysis |
| title_full | Fuzzy-Logic Based Model for VANET Performance Metrics Analysis |
| title_fullStr | Fuzzy-Logic Based Model for VANET Performance Metrics Analysis |
| title_full_unstemmed | Fuzzy-Logic Based Model for VANET Performance Metrics Analysis |
| title_short | Fuzzy-Logic Based Model for VANET Performance Metrics Analysis |
| title_sort | fuzzy logic based model for vanet performance metrics analysis |
| topic | Fuzzy Logic Intelligent Transportation System Quality of Service Routing Protocols Vehicular Ad-hoc Networks |
| url | http://www.sirsyeduniversity.edu.pk/ssurj/rj/index.php/ssurj/article/view/625 |
| work_keys_str_mv | AT shahnilabadarbaloch fuzzylogicbasedmodelforvanetperformancemetricsanalysis AT muhammadtayyabyaqoob fuzzylogicbasedmodelforvanetperformancemetricsanalysis AT asifgulraiz fuzzylogicbasedmodelforvanetperformancemetricsanalysis AT rabbiamuhammadqasmi fuzzylogicbasedmodelforvanetperformancemetricsanalysis |