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Optimal Power Allocation for Channel-Based Physical Layer Authentication in Dual-Hop Wireless Networks

Channel-based physical-layer authentication, which is capable of detecting spoofing attacks in dual-hop wireless networks with low cost and low complexity, attracted a great deal of attention from researchers. In this paper, we explore the likelihood ratio test (LRT) with cascade channel frequency r...

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Detalles Bibliográficos
Autores principales: Fan, Ningbo, Sang, Jiahui, Heng, Yulin, Lei, Xia, Tao, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914856/
https://www.ncbi.nlm.nih.gov/pubmed/35270908
http://dx.doi.org/10.3390/s22051759
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author Fan, Ningbo
Sang, Jiahui
Heng, Yulin
Lei, Xia
Tao, Tao
author_facet Fan, Ningbo
Sang, Jiahui
Heng, Yulin
Lei, Xia
Tao, Tao
author_sort Fan, Ningbo
collection PubMed
description Channel-based physical-layer authentication, which is capable of detecting spoofing attacks in dual-hop wireless networks with low cost and low complexity, attracted a great deal of attention from researchers. In this paper, we explore the likelihood ratio test (LRT) with cascade channel frequency response, which is optimal according to the Neyman–Pearson theorem. Since it is difficult to derive the theoretical threshold and the probability of detection for LRT, majority voting (MV) algorithm is employed as a trade-off between performance and practicality. We make decisions according to the temporal variations of channel frequency response in independent subcarriers separately, the results of which are used to achieve a hypothesis testing. Then, we analyze the theoretical false alarm rate (FAR) and miss detection rate (MDR) by quantifying the upper bound of their sum. Moreover, we develop the optimal power allocation strategy between the transmitter and the relay by minimizing the derived upper bound with the optimal decision threshold according to the relay-to-receiver channel gain. The proposed power allocation strategy takes advantage of the difference of noise power between the relay and the receiver to jointly adjust the transmit power, so as to improve the authentication performance on condition of fixed total power. Simulation results demonstrate that the proposed power allocation strategy outperforms the equal power allocation in terms of FAR and MDR.
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spelling pubmed-89148562022-03-12 Optimal Power Allocation for Channel-Based Physical Layer Authentication in Dual-Hop Wireless Networks Fan, Ningbo Sang, Jiahui Heng, Yulin Lei, Xia Tao, Tao Sensors (Basel) Article Channel-based physical-layer authentication, which is capable of detecting spoofing attacks in dual-hop wireless networks with low cost and low complexity, attracted a great deal of attention from researchers. In this paper, we explore the likelihood ratio test (LRT) with cascade channel frequency response, which is optimal according to the Neyman–Pearson theorem. Since it is difficult to derive the theoretical threshold and the probability of detection for LRT, majority voting (MV) algorithm is employed as a trade-off between performance and practicality. We make decisions according to the temporal variations of channel frequency response in independent subcarriers separately, the results of which are used to achieve a hypothesis testing. Then, we analyze the theoretical false alarm rate (FAR) and miss detection rate (MDR) by quantifying the upper bound of their sum. Moreover, we develop the optimal power allocation strategy between the transmitter and the relay by minimizing the derived upper bound with the optimal decision threshold according to the relay-to-receiver channel gain. The proposed power allocation strategy takes advantage of the difference of noise power between the relay and the receiver to jointly adjust the transmit power, so as to improve the authentication performance on condition of fixed total power. Simulation results demonstrate that the proposed power allocation strategy outperforms the equal power allocation in terms of FAR and MDR. MDPI 2022-02-24 /pmc/articles/PMC8914856/ /pubmed/35270908 http://dx.doi.org/10.3390/s22051759 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
Fan, Ningbo
Sang, Jiahui
Heng, Yulin
Lei, Xia
Tao, Tao
Optimal Power Allocation for Channel-Based Physical Layer Authentication in Dual-Hop Wireless Networks
title Optimal Power Allocation for Channel-Based Physical Layer Authentication in Dual-Hop Wireless Networks
title_full Optimal Power Allocation for Channel-Based Physical Layer Authentication in Dual-Hop Wireless Networks
title_fullStr Optimal Power Allocation for Channel-Based Physical Layer Authentication in Dual-Hop Wireless Networks
title_full_unstemmed Optimal Power Allocation for Channel-Based Physical Layer Authentication in Dual-Hop Wireless Networks
title_short Optimal Power Allocation for Channel-Based Physical Layer Authentication in Dual-Hop Wireless Networks
title_sort optimal power allocation for channel-based physical layer authentication in dual-hop wireless networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914856/
https://www.ncbi.nlm.nih.gov/pubmed/35270908
http://dx.doi.org/10.3390/s22051759
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