Cargando…
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,...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1783693626208944128 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8125860 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT abbaswaqasbin devicefreedetectioninimpulseradioultrawidebandwidthsystems AT chefuhu devicefreedetectioninimpulseradioultrawidebandwidthsystems AT ahmedqasimzeeshan devicefreedetectioninimpulseradioultrawidebandwidthsystems AT khanfahdahmed devicefreedetectioninimpulseradioultrawidebandwidthsystems AT aladetemitope devicefreedetectioninimpulseradioultrawidebandwidthsystems |