A novel direct calculation algorithm using Taylor expansion in FPGA for DDS signal quality enhancement

IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Dingyi Ma, Ze Liu, Jingming Cao, Junjie Li, Zewen Wan, Yizhou Zhou
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引用次数: 0

Abstract

The precision measurement of capacitance necessitates the utilisation of a precision capacitance bridge, wherein a sine signal serves as a reference. Consequently, the precision of the sine signal is of paramount importance for the precision measurement of capacitance. In the conventional method of generating a sine signal, a look-up table is employed as the data source. However, the look-up table approach necessitates an excessive amount of read-only memory space to fulfil the requirements of high-precision scenarios. In this paper, we proposes an novel algorithm based on Taylor expansion to calculate the sine function. This algorithm doesn’t use any read-only storage space. Compared with the Coordinate Rotation Digital Computer algorithm in computer, it is based on the pipelined architecture to balance latency and digital signal processor resource consumption. For the Lagrange residual term error problem of Taylor expansion, the optimization algorithm using trigonometric periodicity and the complementary algorithm of sine and cosine functions is proposed. To evaluate the accuracy of the sine function generated by the algorithm, direct digital synthesis and digital to analog converter outputs are utilized to improve the accuracy and enhance the total harmonic distortion as compared to the conventional algorithm.

Abstract Image

在FPGA中提出了一种新的直接计算算法,用于DDS信号质量的增强
电容的精确测量需要使用精密电容桥,其中正弦信号作为参考。因此,正弦信号的精度对于电容的精确测量至关重要。在产生正弦信号的传统方法中,使用查找表作为数据源。然而,查找表方法需要大量的只读内存空间来满足高精度场景的需求。本文提出了一种新的基于泰勒展开的正弦函数计算算法。该算法不占用任何只读存储空间。与计算机中的坐标旋转数字计算机算法相比,该算法基于流水线架构,平衡了延迟和数字信号处理器资源消耗。针对泰勒展开式的拉格朗日残差项误差问题,提出了利用三角周期性和正弦余弦函数互补的优化算法。为了评估该算法生成的正弦函数的精度,与传统算法相比,利用直接数字合成和数模转换器输出来提高精度并增强总谐波失真。
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来源期刊
Analog Integrated Circuits and Signal Processing
Analog Integrated Circuits and Signal Processing 工程技术-工程:电子与电气
CiteScore
0.30
自引率
7.10%
发文量
141
审稿时长
7.3 months
期刊介绍: Analog Integrated Circuits and Signal Processing is an archival peer reviewed journal dedicated to the design and application of analog, radio frequency (RF), and mixed signal integrated circuits (ICs) as well as signal processing circuits and systems. It features both new research results and tutorial views and reflects the large volume of cutting-edge research activity in the worldwide field today. A partial list of topics includes analog and mixed signal interface circuits and systems; analog and RFIC design; data converters; active-RC, switched-capacitor, and continuous-time integrated filters; mixed analog/digital VLSI systems; wireless radio transceivers; clock and data recovery circuits; and high speed optoelectronic circuits and systems.
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