Improved TCP Prediction Congestion in Mobile Ad Hoc Network Based on Cross-Layer and Fuzzy Logic

Authors

  • Moulay Hicham Hanin Laboratory of Computer Sciences, Faculty of Sciences, IbnTofail University Kenitra, Morocco https://orcid.org/0000-0002-4402-2311
  • Mohamed Amnai Laboratory of Computer Sciences, Faculty of Sciences, IbnTofail University Kenitra, Morocco
  • Youssef Fakhri Laboratory of Computer Sciences, Faculty of Sciences, IbnTofail University Kenitra, Morocco

DOI:

https://doi.org/10.3991/ijim.v15i14.22021

Keywords:

MANET, TCP, AODV, DSDV, OLSR, Fuzzy Logic, congestion, Cross-layer.

Abstract


Mobile ad hoc network (MANET) is among the networks which do not require any infrastructure to put nodes in communication. Due to its own nature, it is used by several applications. Even though it's a network that is extremely challenging and mostly when TCP is applied. In this paper, we have proposed a new improvement in the TCP algorithm that employed fuzzy logic to predict packet loss and avoid congestion. Specifically, we have used tree metrics such as stability, energy, and signal strength to use in fuzzy logic systems. To accomplish our approach, we have established some modifications based on a cross-layer. The results of the relevant simulation performed by NS3 demonstrated that our approach globally improves the performance of TCP in MANET. Precisely reduce the packet overhead and energy consumption also enhance throughput.

Author Biographies

Moulay Hicham Hanin, Laboratory of Computer Sciences, Faculty of Sciences, IbnTofail University Kenitra, Morocco

the administrator of systems and networks (2009-2012). Since 2012, the author is currently a Ph.D. Researcher of optimization of the service quality in AD-HOC networks. Also, currently doing his research in the   Laboratory of Computer Science and Telecommunications (LARIT) Kenitra, Morocco.

Mohamed Amnai, Laboratory of Computer Sciences, Faculty of Sciences, IbnTofail University Kenitra, Morocco

Professor at department of computer science, Ibn Tofail University, Kenitra, Morocco.

Youssef Fakhri, Laboratory of Computer Sciences, Faculty of Sciences, IbnTofail University Kenitra, Morocco

Professor at department of computer science, Ibn Tofail University, Kenitra, Morocco.

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Published

2021-07-28

How to Cite

Hanin, M. H., Amnai, M., & Fakhri, Y. (2021). Improved TCP Prediction Congestion in Mobile Ad Hoc Network Based on Cross-Layer and Fuzzy Logic. International Journal of Interactive Mobile Technologies (iJIM), 15(14), pp. 125–139. https://doi.org/10.3991/ijim.v15i14.22021

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Section

Papers