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一种基于重排小波-霍夫变换的新型全球导航卫星系统干扰检测方法。

A New GNSS Interference Detection Method Based on Rearranged Wavelet-Hough Transform.

作者信息

Sun Kewen, Zhang Tengteng

机构信息

School of Computer and Information, Hefei University of Technology, Tunxi Road 193, Hefei 230009, China.

Intelligent Interconnected Systems Laboratory of Anhui Province, Hefei University of Technology, Tunxi Road 193, Hefei 230009, China.

出版信息

Sensors (Basel). 2021 Mar 2;21(5):1714. doi: 10.3390/s21051714.

Abstract

Since radio frequency interference (RFI) seriously degrades the performance of a global navigation satellite system (GNSS) receiver, interference detection becomes very important for GNSS receivers. In this paper, a novel rearranged wavelet-Hough transform (RWHT) method is proposed in GNSS interference detection, which is obtained by the combination of rearranged wavelet transform and Hough transform (HT). The proposed RWHT method is tested for detecting sweep interference and continuous wave (CW) interference, the major types of GNSS interfering signals generated by a GNSS jammer in a controlled test bench experiment. The performance of the proposed RWHT method is compared with the conventional techniques such as Wigner-Ville distribution (WVD) and Wigner-Hough transform (WHT). The analysis results show that the proposed RWHT method reduces the influence of cross-item problem and improves the energy aggregation property in GNSS interference detection. When compared with the WHT approach, this proposed RWHT method presents about 90.3% and 30.8% performance improvement in the initial frequency and chirp rate estimation of the GNSS sweep interfering signal, respectively. These results can be further considered to be the proof of the validity and effectiveness of the developed GNSS interference detection method using RWHT.

摘要

由于射频干扰(RFI)会严重降低全球导航卫星系统(GNSS)接收机的性能,因此干扰检测对于GNSS接收机来说非常重要。本文提出了一种用于GNSS干扰检测的新型重排小波-霍夫变换(RWHT)方法,该方法是通过重排小波变换和霍夫变换(HT)相结合得到的。在一个受控测试台实验中,对所提出的RWHT方法进行了测试,以检测扫描干扰和连续波(CW)干扰,这两种干扰是由GNSS干扰器产生的主要GNSS干扰信号类型。将所提出的RWHT方法的性能与诸如维格纳-威利分布(WVD)和维格纳-霍夫变换(WHT)等传统技术进行了比较。分析结果表明,所提出的RWHT方法在GNSS干扰检测中减少了交叉项问题的影响,并提高了能量聚集特性。与WHT方法相比,所提出的RWHT方法在GNSS扫描干扰信号的初始频率和啁啾率估计方面分别提高了约90.3%和30.8%的性能。这些结果可进一步被视为使用RWHT开发的GNSS干扰检测方法的有效性和实用性的证明。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4aaf/7958343/29a23379f4eb/sensors-21-01714-g001.jpg

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