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Improving Multiple Routing in Mobile Ad Hoc Networks Using Fuzzy Models

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Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017 (AISI 2017)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 639))

Abstract

Nowadays, the use of Mobile Ad-Hoc Network (MANET) devices increases extremely. Dynamic Source Routing protocol (DSR) is a reactive routing protocol designated for MANET, whenever a route is demanded, DSR checks route cache, if no route exists; it floods the network with Route Request packets (RREQ). Route discovery process may result in multiple RREQ packets traversing the network until a Route Reply packet (RREP) is sent back. However, the discovered route may contain nodes with no backup routes to the next hop then path failure may occur. Moreover, due to users’ mobility and limited transmission ranges, the routing protocol should consider routes stability. Therefore, improving routing will enhance the whole network performance. In this paper, two fuzzy models were proposed to enhance routing decisions by Fuzzy Stability models (FSDSR1 & FSDSR2). The proposed models consider the following parameter: route discovery time, total route replies, delivery ratio, and the number of retransmission attempts, MANET delay, and throughput. The results showed that FSDSR2outperformed the state of art protocol DSR and FSDSR1.

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Author information

Authors and Affiliations

  1. Central Metallurgical Research and Development Institute (CMRDI), Cairo, Egypt

    Hamdy A. M. Sayedahmed

  2. Institute of Statistical Studies and Research (ISSR), Cairo University, Giza, Egypt

    Imane M. A. Fahmy & Hesham A. Hefny

Authors
  1. Hamdy A. M. Sayedahmed
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  2. Imane M. A. Fahmy
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  3. Hesham A. Hefny
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Corresponding author

Correspondence to Hamdy A. M. Sayedahmed .

Editor information

Editors and Affiliations

  1. Faculty of Computers and Information, Information Technology Department, Cairo University, Giza, Egypt

    Aboul Ella Hassanien

  2. Dubai International Academic City, The British University in Dubai, Dubai, United Arab Emirates

    Khaled Shaalan

  3. Faculty of Computers and Informatics, Suez Canal University, Ismailia, Egypt

    Tarek Gaber

  4. Ain Shams University, Cairo, Egypt

    Mohamed F. Tolba

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Sayedahmed, H.A.M., Fahmy, I.M.A., Hefny, H.A. (2018). Improving Multiple Routing in Mobile Ad Hoc Networks Using Fuzzy Models. In: Hassanien, A., Shaalan, K., Gaber, T., Tolba, M. (eds) Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017. AISI 2017. Advances in Intelligent Systems and Computing, vol 639. Springer, Cham. https://doi.org/10.1007/978-3-319-64861-3_60

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  • DOI: https://doi.org/10.1007/978-3-319-64861-3_60

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-64860-6

  • Online ISBN: 978-3-319-64861-3

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