滑动DFT在电容和电阻传感器接口中的应用

IF 5.6 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Om Prakash Maurya;Sumathi Parasuraman
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引用次数: 0

摘要

本文提出了滑动离散傅里叶变换(SDFT)在电容式和电阻式传感器接口中的一个用例。模拟传感器电路的输入和输出信号通过模数转换器,然后通过SDFT Bin-1产生输入激励信号的正交信号,该方法通过滤波所有其他谐波,只提取基频。滑动DFT是一种可调谐滤波器,可以滤除模拟前端相关信号和激励信号正交分量中存在的高频分量,特别是二次谐波。将数字化后的相关信号传递给SDFT Bin-0,它只提取相关信号中存在的直流。进一步利用SDFT Bin-0的平均输出来计算待测传感器的电容(C)和电阻(R)值。在设计接口时提出的用例每次适用于C或R感知的一个测量。通过现场可编程门阵列(FPGA)实现该算法,对所提出的用例进行了实验验证。在54.28 fF到5600 pF的C范围内验证了FPGA实现,在20-5600 pF的测量范围内观察到的最大绝对相对(AR)百分比误差为1.27%,在54.28 fF - 10 pF的测量范围内观察到的最大AR百分比误差为1.92%,在10 k $\Omega $ -4 M $\Omega $的R测量范围内观察到的最大AR百分比误差为1.157%。该接口的应用包括智能设备、触摸传感器和汽车电子设备。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Use Case of Sliding DFT in Capacitance and Resistance Sensors Interface
This article proposes a use case of sliding discrete Fourier transform (SDFT) in the capacitive and resistive sensors interface. The input and output signals of the analog sensor circuit are passed through the analog-to-digital converters and then the quadrature signal of the input excitation signal is generated through SDFT Bin-1, which can extract only fundamental frequency by filtering all other harmonics. The sliding DFT is a tuned filter that can filter out the high-frequency components, especially the second harmonics present in the correlated signal of the analog front end and the quadrature component of the excitation signal. The digitized correlated signal is passed to SDFT Bin-0, which can extract only the dc present in the correlated signal. The averaged output from SDFT Bin-0 is further utilized to calculate the capacitance (C) and resistance (R) values of the sensors under test. The proposed use case in designing the interface is applicable for one measurement at a time either C or R sensing. Experimental validation of the proposed use case has been carried out by field-programmable gate array (FPGA) implementation of the algorithm. FPGA implementation is validated for the C range spanning from 54.28 fF to 5600 pF. The maximum absolute relative (AR) percentage error observed is 1.27% for the measured range of 20–5600 pF and 1.92% for the measured range of 54.28 fF–10 pF. The maximum AR percentage error observed for R measurement in the range of 10 k $\Omega $ –4 M $\Omega $ is 1.157%. The application of the proposed interface includes smart devices, touch sensors, and automotive electronics.
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来源期刊
IEEE Transactions on Instrumentation and Measurement
IEEE Transactions on Instrumentation and Measurement 工程技术-工程:电子与电气
CiteScore
9.00
自引率
23.20%
发文量
1294
审稿时长
3.9 months
期刊介绍: Papers are sought that address innovative solutions to the development and use of electrical and electronic instruments and equipment to measure, monitor and/or record physical phenomena for the purpose of advancing measurement science, methods, functionality and applications. The scope of these papers may encompass: (1) theory, methodology, and practice of measurement; (2) design, development and evaluation of instrumentation and measurement systems and components used in generating, acquiring, conditioning and processing signals; (3) analysis, representation, display, and preservation of the information obtained from a set of measurements; and (4) scientific and technical support to establishment and maintenance of technical standards in the field of Instrumentation and Measurement.
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