基于数字示波器的分数阶微分器和积分器的实现方法

Bo Xu, Kai Chen, Yifan Wang, Hang Geng, Songting Zou, Bo Yu
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引用次数: 1

摘要

随着高性能处理器和数学建模技术的普及,利用数字信号处理方法实现分数阶微分/积分运算成为可能。目前,分数阶运算被广泛应用于系统控制、混沌系统、故障检测等领域。为了简化基于FPGA的分数运算的实现,本文提出了一种基于FPGA的数字示波器的实现方法,利用逻辑资源实现gr nwald- letnikov (G-L)定义的分数运算。此外,小数运算的计算点数是固定的,采样间隔是可变的。给出了对一些常规周期信号进行分数阶运算的仿真和硬件实现结果。测试结果表明,采用四种并行计算方式可使计算速度提高约3.75倍。用正弦波对部分分数参数的计算结果进行了验证。实验结果表明,高精度浮点计算和大动态范围测量技术可以提高分数计算的精度。利用数字示波器的波形同步显示技术,提高了分数算法的相位精度。仿真结果与实验结果的一致性证明了分数阶运算在数字示波器中的适用性。
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A Method For Implementing Fractional Order Differentiator and Integrator Based on Digital Oscilloscope
With the popularity of high-performance processors and mathematical modeling techniques, it is possible to use digital signal processing method to achieve fractional differential/integral operations. Currently, fractional operations are widely used in many fields such as system control, chaotic systems, and fault detection. In order to simplify the implementation of FPGA-based fractional operations, this paper proposes a method of implementing a digital oscilloscope based on FPGA and using logic resources to implement the fractional arithmetic defined by Grünwald-Letnikov(G-L). In addition, the number of calculation points for fractional operations is fixed and the sampling interval is variable. The simulation and hardware implementation results of fractional order operation of some conventional periodic signals with some selected fractional orders have been presented. The testbech results show that the use of four parallel calculations can increase the calculation speed by about 3.75 times. Sine wave is used to verify the calculation results of some fractional parameters. Experimental results show that high-precision floating-point calculation and large dynamic range measurement technology can improve the accuracy of fractional calculation. The phase accuracy of fractional arithmetic is improved by using waveform synchronization display technology of digital oscilloscope. Additionally, the consistency of simulation and experimental results proves the applicability of fractional order operation in digital oscilloscope.
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