一种提高数据采集系统精度的改进算法

Shujing Su, Nannan Lv, W. Han
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引用次数: 0

摘要

为了提高恶劣环境下各种采集参数的测量精度,提出了一种新的标定算法。本设计以AD7606芯片为核心,硬件设计将滤波器配置为4阶巴特沃斯滤波器,并采用高精度外部参考电压。针对复杂的数据结构和大量的数据,采用LabWindows和ActiveX技术计算数据的平均值和误差。性能测试表明,当采用该方案设计的采集系统输入范围为0~5V,采样速率为50kbps时,抗混叠滤波器工作正常,性能良好,标定算法降低了数据误差,采样精度优于1‰。
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An Improved Algorithm for Improving the Accuracy of Data Acquisition System
In order to improve the measurement accuracy of various acquisition parameters in harsh environment, put forward of a new calibration algorithm. This design takes the AD7606 chip as the core, the hardware is designed to configure the filter as a 4-order Butterworth filter, and using high precision external reference voltage. In view of the complex data structure and large amount of data, using LabWindows and ActiveX technology to calculate the average and error of the data. The performance tests show that when the input range of the acquisition system designed using the above scheme is 0~5V and sampling rate is 50kbps, anti-aliasing filters work properly and perform well, the calibration algorithm reduces the data error and sampling precision is better than 1‰.
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