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      Adaptive Clustering Based on Auto – Learning Algorithm

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      Second International Workshop on Verification and Evaluation of Computer and Communication Systems (VECoS 2008) (VECoS)

      Verification and Evaluation of Computer and Communication Systems

      2 - 3 July 2008

      Wireless Ad hoc networks, Clustering, Routing, Auto-organization

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          Abstract

          This paper introduces an adaptive clustering model for wireless ad hoc networks based on Auto – Learning Algorithm (ALA). ALA allows a dynamic decomposition of the network into a virtual clusters view based on communication patterns of the mobile nodes. We consider a cluster as an Interest Group (IG) whose member nodes have common interactions. ALA is based on two types of events, New Route Events (NRE) and Route Failure Events (RFE). In this work, ALA is integrated into the well known routing protocol AODV. The adaptive version of AODV is referred to as A 2ODV (Adaptive AODV). Simulation results show that A 2ODV outperforms AODV with respect to packet delivery ratio, overhead, throughput, and route stability.

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          Author and article information

          Contributors
          Conference
          July 2008
          July 2008
          : 1-12
          Affiliations
          Prince Research Unit

          ISITC Hammam Sousse

          University of Sousse, Tunisia
          Article
          10.14236/ewic/VECOS2008.9
          © Anis Ben Arbia et al. Published by BCS Learning and Development Ltd. Second International Workshop on Verification and Evaluation of Computer and Communication Systems (VECoS 2008)

          This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

          Second International Workshop on Verification and Evaluation of Computer and Communication Systems (VECoS 2008)
          VECoS
          Leeds, UK
          2 - 3 July 2008
          Electronic Workshops in Computing (eWiC)
          Verification and Evaluation of Computer and Communication Systems
          Product
          Product Information: 1477-9358BCS Learning & Development
          Self URI (journal page): https://ewic.bcs.org/
          Categories
          Electronic Workshops in Computing

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