基于快速傅里叶和小波变换的结构健康监测无线传感器节点的研制与性能分析

Saikat Kr Shome, Siddheswar Sen, Koushik Mondal, U. Datta
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引用次数: 2

摘要

本文介绍了一种用于结构健康监测(SHM)的无线传感器网络(WSN)系统的传感器节点,包括加速度计、温度和湿度传感器的开发和性能分析。开发的原型机基于ARM控制器集成了软件和硬件,在增加的板载RAM和更好的电源管理设施方面具有出色的处理能力。来自传感器节点的数据可靠地传输到基站,即位于约30米距离的接收器。通过快速傅立叶变换对基站接收到的加速度计数据进行验证,发现该系统与标准振动数据记录仪的数据相当。利用小波变换对加速度计数据进行时频分析。研究还指出了低频SHM应用中的最佳小波基。
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Development and performance analysis of wireless sensor node for structural health monitoring using fast fourier and wavelet transform
This paper presents development and performance analysis of a sensor node including accelerometer, temperature and humidity sensors for wireless sensor network (WSN) system intended for structural health monitoring (SHM) application. The developed prototype integrates software and hardware based on ARM controller, having excellent processing capability in terms of increased on board RAM and better power management facility. Data from sensor nodes are reliably transmitted to the base station, i.e. sink placed at a distance of about 30m. The system is verified using accelerometer data received at the base station through Fast Fourier Transform and found equivalent with that of a standard vibration data logger. Accelerometer data has also been explored in time-frequency domain using wavelet transform. The study also points out the best wavelet basis in the parlance of low frequency SHM applications.
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