机械振动信号的无线采集与传输研究进展

Yunfei Ma, Xisheng Jia, Guanglong Wang, Huajun Bai, Chiming Guo, Xudong Zhao
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引用次数: 0

摘要

为了实现对机械设备的实时监测,利用无线技术采集和传输机械振动信号具有重要的潜力。由于受无线传输带宽较窄的限制,再加上机械振动信号需要较高的采样频率,因此在传输前对传感器节点进行片上特征提取或数据压缩是十分必要的。本文从传感器节点设计、片上特征提取、机械振动信号的数据压缩与重构等方面综述了现有的研究现状。在此基础上,对该领域的研究进行了总结和展望。本文有望为后续的研究提供一定的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wireless Acquisition and Transmission of Mechanical Vibration Signal: A Review
For the purpose of monitoring the mechanical equipment in real time, it is of significant potential to collect and transmit mechanical vibration signal through the use of wireless technology. Subjected to the limitation of the narrow bandwidth of the wireless transmission, coupled with the high sampling frequency required by the mechanical vibration signal, it is deemed as quite essential to carry out the on-chip feature extraction or data compression on the sensor node prior to transmitting. The current paper provides a summary of the existing research status from the aspects of sensor node design, on-chip feature extraction and data compression and reconstruction of mechanical vibration signal. Thereafter, we not only summarize but also forecast the research in this field. The current paper is expected to be possibly used as a reference for subsequent research.
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