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Taguchi Methods for Ad Hoc on Demand Distance Vector Routing Protocol Performances Improvement in VANETs

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Recent Trends in Information and Communication Technology (IRICT 2017)

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies ((LNDECT,volume 5))

Abstract

Vehicular Ad-Hoc Network (VANET) is introduced as a promising solution for many road traffic issues. However, VANET technology is still at the development stage, facing research challenges. A major challenge faced by VANET development is the high dynamic nature of its nodes “Vehicles”. The adhered feature of VANET introduces a rabid change in the network topology and wide range of network scenarios for which a node can possibly attached to. This paper proposes an optimization mechanism to tackle the topology change problem in VANET. The proposed method is based-on the Taguchi optimization method. Moreover, Ad-Hoc on Demand Distance Vector (AODV) routing protocol is optimized for different VANET scenarios. Further, simulation experiments are curried out to prove the work in the paper. The obtained results show that, Optimized AODV with Taguchi method improves the performances of VANET in-terms of throughput, delay and packet delivery ratio.

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Author information

Authors and Affiliations

  1. School of Computer and Communication Engineering, University Malaysia Perlis, 02000, Kangar, Perlis, Malaysia

    Mohamed Elshaikh, Mohd Nazri Bin Mohd Warip, Naimah Yaakob, Ong. B. Lynn, Aalaa Kamal Yousif & Zahereel Ishwar

Authors
  1. Mohamed Elshaikh
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  2. Mohd Nazri Bin Mohd Warip
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  3. Naimah Yaakob
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  4. Ong. B. Lynn
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  5. Aalaa Kamal Yousif
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  6. Zahereel Ishwar
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Corresponding author

Correspondence to Mohamed Elshaikh .

Editor information

Editors and Affiliations

  1. Faculty of Computing Information Systems Department, Universiti Teknologi Malaysia, Johar, Skudai, Malaysia

    Faisal Saeed

  2. Faculty of Computing Information Systems Department, Universiti Teknologi Malaysia, Johar, Skudai, Malaysia

    Nadhmi Gazem

  3. Department of Computer Science and Engineering, SOA University, Bhubaneswar, Odisha, India

    Srikanta Patnaik

  4. Faculty of Computing, ISSI Research Lab, University of Technology Malaysia, Skudai, Malaysia

    Ali Saleh Saed Balaid

  5. Faculty of Computing, University of Technology Malaysia, Skudai, Malaysia

    Fathey Mohammed

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Elshaikh, M., Warip, M.N.B.M., Yaakob, N., Lynn, O.B., Yousif, A.K., Ishwar, Z. (2018). Taguchi Methods for Ad Hoc on Demand Distance Vector Routing Protocol Performances Improvement in VANETs. In: Saeed, F., Gazem, N., Patnaik, S., Saed Balaid, A., Mohammed, F. (eds) Recent Trends in Information and Communication Technology. IRICT 2017. Lecture Notes on Data Engineering and Communications Technologies, vol 5. Springer, Cham. https://doi.org/10.1007/978-3-319-59427-9_18

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  • DOI: https://doi.org/10.1007/978-3-319-59427-9_18

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-59426-2

  • Online ISBN: 978-3-319-59427-9

  • eBook Packages: EngineeringEngineering (R0)

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