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Enhancenig OLSR routing protocol using K-means clustering in MANETs

International Journal of Electrical and Computer Engineering (IJECE) · Vol. 10 No. 4 (2020)

DOI
10.11591/ijece.v10i4.pp3715-3724
ISSN
2722-2578, 2088-8708
Published
2020-08-01
Publisher
Institute of Advanced Engineering and Science
License
creativecommons.org/licenses/by-sa/4.0

Abstract

The design of robust routing protocol schemes for MANETs is quite complex, due to the characteristics and structural constraints of this network. A numerous variety of protocol schemes have been proposed in literature. Most of them are based on traditional method of routing, which doesn’t guarantee basic levels of Qos, when the network becomes larger, denser and dynamic. To solve this problem we use one of the most popular methods named clustering. In this work we try to improve the Qos in MANETs. We propose an algorithm of clustering based in the new mobility metric and K-Means method to distribute the nodes into several clusters; it is implemented to standard OLSR protocol giving birth a new protocol named OLSR Kmeans-SDE. The simulations showed that the results obtained by OLSR Kmeans-SDE exceed those obtained by standard OLSR Kmeans and OLSR Kmed+ in terms of, traffic Control, delay and packet delivery ratio.

Collaboration network of the authors

15 authors · 34 co-authorship links · 7 across different organisations

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Université Ibn-Tofail
  • Cadi Ayyad University
  • Université Sultan Moulay Slimane
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Moulay Hicham HaninUniversité Ibn-Tofail2
Noreddine GherabiUniversité Sultan Moulay Slimane2
El Abassi MeriemeUniversité Ibn-Tofail2
Ali ChoukriUniversité Ibn-Tofail2
Bahaa Eddine ElbaghazaouiUniversité Ibn-Tofail2
Mouad ChoukhairiUniversité Ibn-Tofail2
Sara TahiriUniversité Ibn-Tofail2
Ouail ChoukhairiUniversité Ibn-Tofail2
Tarik El MouddenUniversité Ibn-Tofail1
Rachid DahmaniUniversité Ibn-Tofail1
Abderrahmane Aït ForaUniversité Ibn-Tofail1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

This record comes from Crossref (what the publisher deposited), because the journal's own OAI-PMH endpoint could not be harvested.

Metadata source: Crossref API (cadangan, berdasarkan ISSN) https://api.crossref.org/journals/2088-8708/works, first harvested 27 Okt 2026, last seen 27 Okt 2026.
Metadata as oai_dc, converted from Crossref
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