SenGen: A Two-Phase Dynamic Simulation and Toolbox of an Indoor Mobile Wireless Sensor Network for Sensor Monitoring and Dataset Generation

Ahlam Mallak, Akash Sonnad, M. Fathi
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引用次数: 1

Abstract

A Mobile Wireless Sensor Network (MWSN) is a network of mobile sensor nodes that are spatially separated in an open or closed space, which work altogether to sense various system environmental and physical parameters. The state-of-the art is full of approaches for modelling WSNs and MWSNs using different simulation tools and programming languages. Such models require the system expert interference to change the simulated model itself whenever any change is required. Without this interference or having knowledge of the simulated system, these models tend to generate fixed-case sensor data and lack the dynamicity and the ability for further user-specific changes at run-time. In this paper, a two-phase dynamic simulation toolbox -so-called 'SenGen'- is presented and tested, where a full simulation of an indoor MWSN system is established using Simulink. Then a Graphical User Interface (GUI) is created with MATLAB, to overall perform as a dynamic toolbox for sensor data generation in MWSNs.
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用于传感器监测和数据集生成的室内移动无线传感器网络的两相动态仿真和工具箱
移动无线传感器网络(MWSN)是一个由移动传感器节点组成的网络,这些节点在空间上分离在一个开放或封闭的空间中,它们共同工作以感知各种系统环境和物理参数。使用不同的仿真工具和编程语言对wsn和mwsn进行建模的最新方法很多。这种模型要求系统专家在需要改变的时候改变模拟模型本身。如果没有这种干扰或不了解模拟系统,这些模型倾向于生成固定情况的传感器数据,并且缺乏动态性和在运行时进一步进行特定于用户的更改的能力。本文提出并测试了两相动态仿真工具箱SenGen,利用Simulink对室内多路无线传感器网络系统进行了全面仿真。然后用MATLAB创建了图形用户界面(GUI),作为MWSNs中传感器数据生成的动态工具箱。
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