基于维纳滤波器的数字锁相放大器设计

Meng Zhang, Minxiang Wei, Xinda Chen, Kai Chen
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引用次数: 0

摘要

介绍了一种用于弱裂纹检测的数字锁相放大器的设计。由于闪烁噪声和低通滤波性能的限制,传统的锁相放大器在检测微弱信号时误差较大。为了解决这一问题,本文根据噪声源设计了一种算法。首先,构建了一个正交矢量数字锁相放大器。此外,我们提出并实现了一种基于维纳滤波的去噪方法,并利用滑动均值算法对锁相放大器的抗干扰性能进行了优化。仿真结果表明,该设计能够有效提取淹没在噪声中的微弱裂纹信号,优化传统锁相放大器的性能,提高精度,降低噪声干扰。
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Design of Digital Lock-in Amplifier Based on Wiener Filter
This paper introduced the design of a digital lock-in amplifier for weak crack detection. Due to the limitation of flicker noise and low pass filter performance, the error of the traditional lock-in amplifier in detecting weak signal will be large. In order to solve this problem, this paper designed an algorithm according to the source of noise. First, an orthogonal vector digital phase locked amplifier has been built. In addition, we have proposed and implemented a noise removal method based on Wiener filter, and optimized the anti-interference performance of the lockin amplifier by sliding mean algorithm. The simulation results show that the proposed design can effectively extract the weak crack signals submerged in noise, optimize the performance of the traditional lock-in amplifier, improve the accuracy and reduce the noise interference.
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