一种传感器信号分析新标准的提出

G. Monte
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引用次数: 11

摘要

本文提出了一个新标准的建议大纲,该标准的重点是传感器信号本身,而不是传感器作为一个智能系统。由于“智能”已经迁移到测量点,因此已经进行了大量的努力来标准化传感器连接。作为一个重要的成果,IEEE 1451标准被开发出来。通过将必要的数据作为传感器本身的一部分,它们允许自动化这一过程。标准化过程提供的一个主要好处是在IEEE 1451.2中创建了标准的传感器电子数据表(TEDS)。该标准通过规范传感器向测量和控制系统描述自身的方式,简化了智能传感器的使用。与IEEE 1451标准创建的方式相同,信号参数本身也应该标准化。对于传感器信号特征提取,应定义一个等效的TEDS。提出了一种时域算法作为信号分析的基本模块。它是基于标记过程之后的信号分割。因此,智能传感器实现了它所感知的信号类型。该算法的计算成本极低,因此可以内置到智能传感器中并实时执行,为传感器数据协作提供标准化平台。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A proposal of a new standard for sensor signal analysis
This paper presents a proposal outline of a new standard with focus in the sensor signal itself rather than on the transducer as a smart system. Since that the “intelligence” has emigrated to the point of measurement, a lot of efforts have been carried out to standardize the sensor connection. As an important result, the IEEE 1451 standards were developed. They allow automating this process by incorporating the necessary data as part of the transducer itself. One major benefit provided by the standardization process was the creation of a standard Transducer Electronic Data Sheet (TEDS) in IEEE 1451.2 This standard simplified the use of smart sensors by normalizing the way transducers can describe themselves to measurement and control systems. In the same way that the IEEE 1451 standard was created, signal parameters themselves should be standardized. An equivalent to the TEDS should be defined for the sensor signal feature extraction. A time domain algorithm is proposed as a building block for signal analysis. It is based on signal segmentation following of a labeling process. As a result, the smart sensor realizes what kind of signal it is sensoring. The computational cost of the proposed algorithms is extremely low so they can be built in into smart sensors and executed in real time to provide a normalized platform for sensory data cooperation.
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