Performance improvement of ad-hoc networks by using a behavior-based architecture

  • Authors:
  • Horacio Martínez-Alfaro;Griselda P. Cervantes-Casillas

  • Affiliations:
  • Center for Intelligent Systems, Tecnológico de Monterrey, Monterrey, N.L., México;Motorola Nogales IESS, Nogales, Son., Mexico

  • Venue:
  • MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
  • Year:
  • 2005

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Abstract

This paper presents a new approach to improve performance in wireless ad-hoc networks with the DSR protocol using a Behavior-Based Architecture. Four levels of competence based on strategies to improve the cache were implemented for the Behavior-Based Architecture: sort routes, prefer fresher routes, selection, and disperse traffic. A conflict solver was implemented to solve counter level commands. Three different activation criteria for the conflict solver were developed, generating instances of the architecture. Two metrics were used to evaluate the performance of the ad-hoc network: end-to-end delay and dropped packet average for voice and data services, respectively. Six scenarios were analyzed showing the improvement of the network performance with respect to the original DSR protocol.