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Frequency Sweep Keying CDMA for Reducing Ultrasonic Crosstalk

Various sensors are embedded in automobiles to implement intelligent safety technologies such as autonomous driving and front–rear collision avoidance technology. In particular, ultrasonic sensors have been used in the past because they have an accuracy of centimeters to sub-centimeters in air despi...

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Autores principales: Park, Ga-Rin, Park, Sang-Ho, Baek, Kwang-Ryul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9227820/
https://www.ncbi.nlm.nih.gov/pubmed/35746244
http://dx.doi.org/10.3390/s22124462
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author Park, Ga-Rin
Park, Sang-Ho
Baek, Kwang-Ryul
author_facet Park, Ga-Rin
Park, Sang-Ho
Baek, Kwang-Ryul
author_sort Park, Ga-Rin
collection PubMed
description Various sensors are embedded in automobiles to implement intelligent safety technologies such as autonomous driving and front–rear collision avoidance technology. In particular, ultrasonic sensors have been used in the past because they have an accuracy of centimeters to sub-centimeters in air despite their low cost and low hardware complexity. Recently, the crosstalk problem between ultrasonic sensors has been raised because the number of ultrasonic sensors in the unit space has increased as the number of vehicles increases. Various studies have been conducted to solve the crosstalk, but a demodulation error occurs when signals overlap. Therefore, in this paper, we propose a method that is robust to ultrasonic signal overlap, is robust even at shorter code length, and has reduced time of flight (TOF) error compared to the existing method by applying frequency sweep keying modulation based on code division multiple access (CDMA). As a result of the experiment, the code was detected accurately regardless of the overlap ratio of the two signals, and it was robust even in situations where the power of the two signals was different. In addition, it shows an accurate TOF estimation even if the ID code length is shorter than the existing on–off-keying, frequency shift keying, and phase shift keying methods.
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spelling pubmed-92278202022-06-25 Frequency Sweep Keying CDMA for Reducing Ultrasonic Crosstalk Park, Ga-Rin Park, Sang-Ho Baek, Kwang-Ryul Sensors (Basel) Article Various sensors are embedded in automobiles to implement intelligent safety technologies such as autonomous driving and front–rear collision avoidance technology. In particular, ultrasonic sensors have been used in the past because they have an accuracy of centimeters to sub-centimeters in air despite their low cost and low hardware complexity. Recently, the crosstalk problem between ultrasonic sensors has been raised because the number of ultrasonic sensors in the unit space has increased as the number of vehicles increases. Various studies have been conducted to solve the crosstalk, but a demodulation error occurs when signals overlap. Therefore, in this paper, we propose a method that is robust to ultrasonic signal overlap, is robust even at shorter code length, and has reduced time of flight (TOF) error compared to the existing method by applying frequency sweep keying modulation based on code division multiple access (CDMA). As a result of the experiment, the code was detected accurately regardless of the overlap ratio of the two signals, and it was robust even in situations where the power of the two signals was different. In addition, it shows an accurate TOF estimation even if the ID code length is shorter than the existing on–off-keying, frequency shift keying, and phase shift keying methods. MDPI 2022-06-13 /pmc/articles/PMC9227820/ /pubmed/35746244 http://dx.doi.org/10.3390/s22124462 Text en © 2022 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
Park, Ga-Rin
Park, Sang-Ho
Baek, Kwang-Ryul
Frequency Sweep Keying CDMA for Reducing Ultrasonic Crosstalk
title Frequency Sweep Keying CDMA for Reducing Ultrasonic Crosstalk
title_full Frequency Sweep Keying CDMA for Reducing Ultrasonic Crosstalk
title_fullStr Frequency Sweep Keying CDMA for Reducing Ultrasonic Crosstalk
title_full_unstemmed Frequency Sweep Keying CDMA for Reducing Ultrasonic Crosstalk
title_short Frequency Sweep Keying CDMA for Reducing Ultrasonic Crosstalk
title_sort frequency sweep keying cdma for reducing ultrasonic crosstalk
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9227820/
https://www.ncbi.nlm.nih.gov/pubmed/35746244
http://dx.doi.org/10.3390/s22124462
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