Suppr超能文献

正交频率组雷达及其用于小振动位移的中心估计算法。

Quadrature Frequency-Group Radar and its center estimation algorithms for small Vibrational Displacement.

作者信息

Kim Dong Kyoo, Kim Youjin

机构信息

Electronics and Telecommunications Research Institute, Hyper-connected Research Lab, Daejeon, 34129, South Korea.

出版信息

Sci Rep. 2019 May 1;9(1):6763. doi: 10.1038/s41598-019-43205-7.

Abstract

The quadrature continuous-wave (QCW) radar has been extensively studied for small vibrational displacement detection such as non-contact sensing of human vital signals. One of the challenges of the QCW radar is the IQ-imbalance and DC-offset estimation by using curve fitting algorithms. Many algorithms have been proposed and have shown that the fitting error increases when the displacement length is small, in which case sufficient data is not provided to the algorithms. This paper presents a quadrature frequency-group (QFG) radar which utilizes a group of frequencies to enhance the fitting performance even with the small displacement. The grouped-frequencies in the QFG radar gives more data than the single-tone of the QCW radar under the same displacement condition. This paper presents the framework and properties of the QFG radar. Some fitting algorithms for the QFG radar are presented and the most adequate algorithm is suggested by simulation and experiments. Simulation and experimental results shows that the QFG radar outperforms the QCW radar. Specifically, it is shown that the fitting accuracy of the QFG radar is up to 100 times better than the QCW radar in the experiment.

摘要

正交连续波(QCW)雷达已被广泛研究用于小振动位移检测,如人体生命信号的非接触传感。QCW雷达面临的挑战之一是使用曲线拟合算法进行IQ不平衡和直流偏移估计。已经提出了许多算法,并且这些算法表明当位移长度较小时拟合误差会增加,在这种情况下没有为算法提供足够的数据。本文提出了一种正交频率组(QFG)雷达,即使在小位移情况下,该雷达也利用一组频率来提高拟合性能。在相同位移条件下,QFG雷达中的分组频率比QCW雷达的单音提供更多的数据。本文介绍了QFG雷达的框架和特性。提出了一些用于QFG雷达的拟合算法,并通过仿真和实验给出了最合适的算法。仿真和实验结果表明,QFG雷达优于QCW雷达。具体而言,实验表明QFG雷达的拟合精度比QCW雷达高100倍。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9460/6494833/1b9b58ae6658/41598_2019_43205_Fig1_HTML.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验