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A New GNSS Interference Detection Method Based on Rearranged Wavelet–Hough Transform
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 interfere...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7958343/ https://www.ncbi.nlm.nih.gov/pubmed/33801323 http://dx.doi.org/10.3390/s21051714 |
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author | Sun, Kewen Zhang, Tengteng |
author_facet | Sun, Kewen Zhang, Tengteng |
author_sort | Sun, Kewen |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7958343 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79583432021-03-16 A New GNSS Interference Detection Method Based on Rearranged Wavelet–Hough Transform Sun, Kewen Zhang, Tengteng Sensors (Basel) Article 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. MDPI 2021-03-02 /pmc/articles/PMC7958343/ /pubmed/33801323 http://dx.doi.org/10.3390/s21051714 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sun, Kewen Zhang, Tengteng A New GNSS Interference Detection Method Based on Rearranged Wavelet–Hough Transform |
title | A New GNSS Interference Detection Method Based on Rearranged Wavelet–Hough Transform |
title_full | A New GNSS Interference Detection Method Based on Rearranged Wavelet–Hough Transform |
title_fullStr | A New GNSS Interference Detection Method Based on Rearranged Wavelet–Hough Transform |
title_full_unstemmed | A New GNSS Interference Detection Method Based on Rearranged Wavelet–Hough Transform |
title_short | A New GNSS Interference Detection Method Based on Rearranged Wavelet–Hough Transform |
title_sort | new gnss interference detection method based on rearranged wavelet–hough transform |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7958343/ https://www.ncbi.nlm.nih.gov/pubmed/33801323 http://dx.doi.org/10.3390/s21051714 |
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