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Advancements and Challenges in IoT Simulators: A Comprehensive Review.

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  • 1Faculty of Science, Agriculture and Engineering, School of Computing, Newcastle University, Newcastle upon Tyne NE4 5TG, UK.

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Summary
This summary is machine-generated.

This study reviews Internet of Things (IoT) simulators, identifying gaps in simulating diverse scenarios, security, renewable energy, and vehicular networks. More versatile simulation tools are needed for complex IoT development.

Keywords:
IoT simulation challengesIoT simulatorsIoT simulators performance

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Area of Science:

  • Computer Science
  • Electrical Engineering
  • Network Engineering

Background:

  • The Internet of Things (IoT) connects physical and digital worlds via interconnected devices.
  • Advancements in wireless tech, computing, and mobile devices have accelerated IoT integration.
  • Existing IoT simulator reviews often lack comprehensiveness, missing key development metrics.

Purpose of the Study:

  • To conduct an in-depth review of existing and emerging IoT simulators.
  • To focus on simulator capabilities, real-world applications, challenges, and future trends.
  • To address identified gaps in IoT simulation research.

Main Methods:

  • Systematic analysis of current IoT simulation literature.
  • Evaluation of simulator capabilities for complex, large-scale IoT scenarios.
  • Identification of research gaps concerning device mobility, energy models, SDN, scalability, security, renewable energy, and VANET integration.

Main Results:

  • A lack of generic, versatile IoT simulators capable of handling diverse scenarios across domains.
  • Significant gaps exist in simulating specific security threats like battery depletion attacks.
  • Underrepresentation of renewable energy sources and insufficient integration with Vehicular Ad-hoc Network (VANET) simulations.

Conclusions:

  • There is a critical need for advanced, adaptable IoT simulation tools.
  • Future simulators must support a wider range of IoT applications and developmental requirements.
  • Addressing identified gaps will enhance the development and deployment of robust IoT systems.