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Study of Interference Detection of Rail Transit Wireless Communication System Based on Fourth-Order Cyclic Cumulant
The wireless communication system is used to provide dispatching, control, communication and other services for rail transit operations. In practice, interference from other wireless communication systems will affect the normal operation of trains, so it is an urgent problem to study the interferenc...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10575111/ https://www.ncbi.nlm.nih.gov/pubmed/37837120 http://dx.doi.org/10.3390/s23198291 |
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author | Wang, Peng Yao, Junliang Pu, Yong Zhang, Shuyuan Wen, Lu |
author_facet | Wang, Peng Yao, Junliang Pu, Yong Zhang, Shuyuan Wen, Lu |
author_sort | Wang, Peng |
collection | PubMed |
description | The wireless communication system is used to provide dispatching, control, communication and other services for rail transit operations. In practice, interference from other wireless communication systems will affect the normal operation of trains, so it is an urgent problem to study the interference detection algorithms for rail transit applications. In this paper, the fourth-order cyclic cumulant (FOCC) of signals with different modulation modes is analyzed for the narrow-band wireless communications system of rail transit. Based on the analysis results, an adjacent-frequency interference detection algorithm is proposed according to the FOCC of the received signal within the predetermined cyclic frequency range. To detect interference with the same carrier frequency, a same-frequency interference detection algorithm using the relationship between the FOCC and the received power is proposed. The performance of the proposed detection algorithms in terms of correct rate and computational complexity is analyzed and compared with the traditional second-order statistical methods. Simulation results show that when an interference signal coexists with the expected signal, the correct rates of the adjacent-frequency and the same-frequency interference detection algorithms are greater than 90% when the signal-to-noise ratio (SNR) is higher than 2 dB and −4 dB, respectively. Under the practical rail transit wireless channel with multipath propagation and the Doppler effect, the correct rates of the adjacent-frequency and the same-frequency interference detection algorithms are greater than 90% when the SNR is higher than 3 dB and 7 dB, respectively. Compared with the existing second-order statistical methods, the proposed method can detect both the adjacent-frequency and the same-frequency interference when the interference signals coexist with the expected signal. Although the computational complexity of the proposed method is increased, it is acceptable in the application of rail transit wireless communication interference detection. |
format | Online Article Text |
id | pubmed-10575111 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105751112023-10-14 Study of Interference Detection of Rail Transit Wireless Communication System Based on Fourth-Order Cyclic Cumulant Wang, Peng Yao, Junliang Pu, Yong Zhang, Shuyuan Wen, Lu Sensors (Basel) Article The wireless communication system is used to provide dispatching, control, communication and other services for rail transit operations. In practice, interference from other wireless communication systems will affect the normal operation of trains, so it is an urgent problem to study the interference detection algorithms for rail transit applications. In this paper, the fourth-order cyclic cumulant (FOCC) of signals with different modulation modes is analyzed for the narrow-band wireless communications system of rail transit. Based on the analysis results, an adjacent-frequency interference detection algorithm is proposed according to the FOCC of the received signal within the predetermined cyclic frequency range. To detect interference with the same carrier frequency, a same-frequency interference detection algorithm using the relationship between the FOCC and the received power is proposed. The performance of the proposed detection algorithms in terms of correct rate and computational complexity is analyzed and compared with the traditional second-order statistical methods. Simulation results show that when an interference signal coexists with the expected signal, the correct rates of the adjacent-frequency and the same-frequency interference detection algorithms are greater than 90% when the signal-to-noise ratio (SNR) is higher than 2 dB and −4 dB, respectively. Under the practical rail transit wireless channel with multipath propagation and the Doppler effect, the correct rates of the adjacent-frequency and the same-frequency interference detection algorithms are greater than 90% when the SNR is higher than 3 dB and 7 dB, respectively. Compared with the existing second-order statistical methods, the proposed method can detect both the adjacent-frequency and the same-frequency interference when the interference signals coexist with the expected signal. Although the computational complexity of the proposed method is increased, it is acceptable in the application of rail transit wireless communication interference detection. MDPI 2023-10-07 /pmc/articles/PMC10575111/ /pubmed/37837120 http://dx.doi.org/10.3390/s23198291 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Peng Yao, Junliang Pu, Yong Zhang, Shuyuan Wen, Lu Study of Interference Detection of Rail Transit Wireless Communication System Based on Fourth-Order Cyclic Cumulant |
title | Study of Interference Detection of Rail Transit Wireless Communication System Based on Fourth-Order Cyclic Cumulant |
title_full | Study of Interference Detection of Rail Transit Wireless Communication System Based on Fourth-Order Cyclic Cumulant |
title_fullStr | Study of Interference Detection of Rail Transit Wireless Communication System Based on Fourth-Order Cyclic Cumulant |
title_full_unstemmed | Study of Interference Detection of Rail Transit Wireless Communication System Based on Fourth-Order Cyclic Cumulant |
title_short | Study of Interference Detection of Rail Transit Wireless Communication System Based on Fourth-Order Cyclic Cumulant |
title_sort | study of interference detection of rail transit wireless communication system based on fourth-order cyclic cumulant |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10575111/ https://www.ncbi.nlm.nih.gov/pubmed/37837120 http://dx.doi.org/10.3390/s23198291 |
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