A new fuzzy-based cooperative movement model in support of qos in wireless ad-hoc network

  • Authors:
  • Ghassen Ben Brahim;Ala Al-fuqaha;Dionysios Kountanis;Bilal Khan

  • Affiliations:
  • Western Michigan University, Kalamazoo, MI;Western Michigan University, Kalamazoo, MI;Western Michigan University, Kalamazoo, MI;John Jay City College of Criminal Justice, New York, NY

  • Venue:
  • IWCMC '07 Proceedings of the 2007 international conference on Wireless communications and mobile computing
  • Year:
  • 2007

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Abstract

In this paper, we develop a Cooperative Mobility Modelthat captures new salient features of collaborative and mission-oriented MANETs. We propose new techniques to leverage two optimizations for cognitive radio networks that are specific to such contexts: cooperative mobility and opportunistic channel selection. We present a new formal model for MANETs consisting of cognitive radio capable nodes that are willing to be moved (at a cost). We develop an effective decentralized algorithm for mobility planning, and powerful newfiltering and fuzzy based techniques for both channel estimation and channel selection. Our experiments are compelling and demonstrate that the communications infrastructure-specifically, connectionbit error rates-can be significantly improved by leveraging our proposed techniques. In addition, we find that these cooperative/opportunistic optimization spaces do not trade-off significantly with one another, and thus can be used simultaneously to build superior hybrid schemes. Our results have significant applications in high-performance mission-oriented MANETs, such as battlefield communications and domestic response rescue missions.