Abstract

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.

Highlights

  • Received: 15 January 2022Wireless communication is more vulnerable to eavesdropping and spoofing attacks due to its broadcast nature

  • We explore the authentication scheme with cascaded channel frequency response based on research on independent subcarriers in the frequency domain, and we derive theoretical expression of false alarm rate (FAR) and miss detection rate (MDR)

  • We define the signal-noise ratio (SNR) of the dual-hop wireless networks in the concerned scenario as the total power transmitted to the noise power, given by: SNR =

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Summary

Introduction

Wireless communication is more vulnerable to eavesdropping and spoofing attacks due to its broadcast nature. Physical-layer authentication based on channel characteristics is widely studied because of its low computational complexity and broad signal format requirements. Wang in [10] proposed an enhanced scheme that integrates multipath delay characteristics into the channel impulse response (CIR)-based physical-layer authentication. The D2D communication proposed in [13] requires optimal power distribution. We explore the authentication scheme with cascaded channel frequency response based on research on independent subcarriers in the frequency domain, and we derive theoretical expression of false alarm rate (FAR) and miss detection rate (MDR).

System Model
Scheme Based on Likelihood Ratio
Scheme Based on Majority Voting
False Alarm Rate
Miss Detection Rate
Decision Threshold
Optimal Power Distribution Scheme Based on Authentication Performance
Optimized Module
Upper Bound of the Objective Function
Approximate Optimal Solution
Simulation Results
Conclusions
Full Text
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