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WSN-SES/MB: System Entity Structure and Model Base Framework for Large-Scale Wireless Sensor Networks.

Su Man Nam1, Hyung-Jong Kim2

  • 1DUDU Information Technologies, Inc., Seoul 08501, Korea.

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This study introduces a new framework for large-scale wireless sensor networks (WSNs) that simplifies model generation. The WSN-SES/MB framework significantly reduces time and costs for creating diverse simulation models.

Keywords:
discrete event system specificationmodel basenetwork simulatorsystem entity structurewireless sensor networks

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Area of Science:

  • Computer Science
  • Network Engineering
  • Simulation Modeling

Background:

  • Large-scale wireless sensor networks (WSNs) face significant energy and computational constraints.
  • Modifying WSN configurations post-deployment is challenging.
  • Existing simulators require extensive manual effort to generate diverse network models.

Purpose of the Study:

  • To propose a novel framework, WSN-SES/MB, for synthesizing WSN structure and simulation models.
  • To enable automated and diverse model generation for discrete event simulation.
  • To reduce time and cost associated with WSN simulation model construction.

Main Methods:

  • Development of a framework based on Discrete Event System Specification (DEVS) formalism.
  • Implementation of a modeling construction process for WSNs.
  • Utilization of a pruning algorithm to enhance simulation model diversity.

Main Results:

  • The WSN-SES/MB framework successfully synthesizes WSN structure and models.
  • Achieved up to 8% time savings in simulation model construction.
  • Demonstrated up to 23% cost savings compared to manual methods.

Conclusions:

  • The proposed WSN-SES/MB framework offers significant efficiency gains.
  • The framework enhances the diversity of simulation models for WSNs.
  • This approach addresses the limitations of current WSN simulation tools.