使用DEVS形式化的移动物联网系统仿真

J. Im, Ha-Ryoung Oh, Y. Seong
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引用次数: 0

摘要

本文提出了两种使用离散事件系统规范(DEVS)形式主义对移动物联网(IoT)系统进行建模和仿真的新方法。在传统的仿真方法中,对仿真区域进行分层划分有利于减少仿真时间;然而,在这种情况下,模型的结构可能会随着要建模的物联网节点的移动而改变。提出的方法在保持模型结构的同时减少了仿真时间,即使在物联网节点移动时也是如此。为了评估所提出方法的性能,对一个原型移动物联网系统进行了建模和仿真。仿真结果表明,即使在物联网节点数量或物联网节点移动量增加的情况下,所提出的方法也能取得良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simulation of a Mobile IoT System Using the DEVS Formalism
This paper proposes two novel methods to model and simulate a mobile Internet of Things (IoT) system using the discrete event system specification (DEVS) formalism. In traditional simulation methods, it is advantageous to partition the simulation area hierarchically to reduce simulation time; however, in this case, the structure of the model may change as the IoT nodes to be modeled move. The proposed methods reduce the simulation time while maintaining the model structure, even when the IoT nodes move. To evaluate the performance of the proposed methods, a prototype mobile IoT system was modeled and simulated. The simulation results show that the proposed methods achieve good performance, even if the number of IoT nodes or the movement of IoT nodes increases.
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