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Device Free Detection in Impulse Radio Ultrawide Bandwidth Systems

In this paper, an analytical framework is presented for device detection in an impulse radio (IR) ultra-wide bandwidth (UWB) system and its performance analysis is carried out. The Neyman–Pearson (NP) criteria is employed for this device-free detection. Different from the frequency-based approaches,...

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Autores principales: Abbas, Waqas Bin, Che, Fuhu, Ahmed, Qasim Zeeshan, Khan, Fahd Ahmed, Alade, Temitope
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8125860/
https://www.ncbi.nlm.nih.gov/pubmed/34066695
http://dx.doi.org/10.3390/s21093255
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author Abbas, Waqas Bin
Che, Fuhu
Ahmed, Qasim Zeeshan
Khan, Fahd Ahmed
Alade, Temitope
author_facet Abbas, Waqas Bin
Che, Fuhu
Ahmed, Qasim Zeeshan
Khan, Fahd Ahmed
Alade, Temitope
author_sort Abbas, Waqas Bin
collection PubMed
description In this paper, an analytical framework is presented for device detection in an impulse radio (IR) ultra-wide bandwidth (UWB) system and its performance analysis is carried out. The Neyman–Pearson (NP) criteria is employed for this device-free detection. Different from the frequency-based approaches, the proposed detection method utilizes time domain concepts. The characteristic function (CF) is utilized to measure the moments of the presence and absence of the device. Furthermore, this method is easily extendable to existing device-free and device-based techniques. This method can also be applied to different pulse-based UWB systems which use different modulation schemes compared to IR-UWB. In addition, the proposed method does not require training to measure or calibrate the system operating parameters. From the simulation results, it is observed that an optimal threshold can be chosen to improve the ROC for UWB system. It is shown that the probability of false alarm, [Formula: see text] , has an inverse relationship with the detection threshold and frame length. Particularly, to maintain [Formula: see text] for a frame length of 300 ns, it is required that the threshold should be greater than [Formula: see text]. It is also shown that for a fix [Formula: see text] , the probability of detection [Formula: see text] increases with an increase in interference-to-noise ratio (INR). Furthermore, [Formula: see text] approaches 1 for INR [Formula: see text] dB even for a very low [Formula: see text] i.e., [Formula: see text]. It is also shown that a 2 times increase in the interference energy results in a 3 dB improvement in INR for a fixed [Formula: see text] and [Formula: see text]. Finally, the derived performance expressions are corroborated through simulation.
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spelling pubmed-81258602021-05-17 Device Free Detection in Impulse Radio Ultrawide Bandwidth Systems Abbas, Waqas Bin Che, Fuhu Ahmed, Qasim Zeeshan Khan, Fahd Ahmed Alade, Temitope Sensors (Basel) Article In this paper, an analytical framework is presented for device detection in an impulse radio (IR) ultra-wide bandwidth (UWB) system and its performance analysis is carried out. The Neyman–Pearson (NP) criteria is employed for this device-free detection. Different from the frequency-based approaches, the proposed detection method utilizes time domain concepts. The characteristic function (CF) is utilized to measure the moments of the presence and absence of the device. Furthermore, this method is easily extendable to existing device-free and device-based techniques. This method can also be applied to different pulse-based UWB systems which use different modulation schemes compared to IR-UWB. In addition, the proposed method does not require training to measure or calibrate the system operating parameters. From the simulation results, it is observed that an optimal threshold can be chosen to improve the ROC for UWB system. It is shown that the probability of false alarm, [Formula: see text] , has an inverse relationship with the detection threshold and frame length. Particularly, to maintain [Formula: see text] for a frame length of 300 ns, it is required that the threshold should be greater than [Formula: see text]. It is also shown that for a fix [Formula: see text] , the probability of detection [Formula: see text] increases with an increase in interference-to-noise ratio (INR). Furthermore, [Formula: see text] approaches 1 for INR [Formula: see text] dB even for a very low [Formula: see text] i.e., [Formula: see text]. It is also shown that a 2 times increase in the interference energy results in a 3 dB improvement in INR for a fixed [Formula: see text] and [Formula: see text]. Finally, the derived performance expressions are corroborated through simulation. MDPI 2021-05-08 /pmc/articles/PMC8125860/ /pubmed/34066695 http://dx.doi.org/10.3390/s21093255 Text en © 2021 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
Abbas, Waqas Bin
Che, Fuhu
Ahmed, Qasim Zeeshan
Khan, Fahd Ahmed
Alade, Temitope
Device Free Detection in Impulse Radio Ultrawide Bandwidth Systems
title Device Free Detection in Impulse Radio Ultrawide Bandwidth Systems
title_full Device Free Detection in Impulse Radio Ultrawide Bandwidth Systems
title_fullStr Device Free Detection in Impulse Radio Ultrawide Bandwidth Systems
title_full_unstemmed Device Free Detection in Impulse Radio Ultrawide Bandwidth Systems
title_short Device Free Detection in Impulse Radio Ultrawide Bandwidth Systems
title_sort device free detection in impulse radio ultrawide bandwidth systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8125860/
https://www.ncbi.nlm.nih.gov/pubmed/34066695
http://dx.doi.org/10.3390/s21093255
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