用正则化方法估计长同轴电缆的衰减

Yuan Gao, Shuang Wu, Feng Qin
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摘要

同轴电缆的衰减在信号分析,特别是在精密测量领域中起着至关重要的作用。一般来说,衰减是通过VNA测量的。但是,当电缆长度较长时,需要将电缆弯曲,以减小两个端口之间的距离。这种方式很容易破坏实际的工作状态,结果可能与实际相差很大。其他方法,如理论模型计算方法、扫描频率测试方法等,都存在精度低、效率低等明显缺陷。本文提出了一种正则化方法的逆分析方法。通过仿真和实验工作进行了初步验证;结果表明,所采用的正则化方法在估计同轴电缆的衰减方面具有良好的性能。此外,本文还讨论了噪声作为最大的影响因素
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Attenuation estimation of long coaxial cable with regularization method
The attenuation of the coaxial cable plays a key role in signal analysis, especially in precise measurement field. In general, the attenuation is measured by VNA. However, it needs to bend the cable to reduce the distance between the two ports when the length is long. This way easily breaks the actual work state, and the results may be quite different from the real. Other approaches, such as theoretical model calculation method, sweep frequency test method have obvious defects such as low precision and low efficiency. In this investigation, an inverse analysis approach of regularization method is developed. Preliminary verification has been carried out with simulation and experimental work; results show that the regularization method applied has good performance in estimating the attenuation of the coaxial cable. Moreover, as the biggest influence factor, the noise is also discussed in this work
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