后向散射RFID系统物理层安全性研究

W. Saad, Zhu Han, H. Poor
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引用次数: 8

摘要

保护射频识别(RFID)系统免受恶意攻击(如窃听)是一项极具挑战性的任务,因为此类系统的资源限制性质。事实上,RFID标签的适度计算和存储能力使得它不可能采用经典的加密技术。虽然现有的工作主要集中在轻量级加密技术上,但本文首次分析了RFID系统中物理层安全技术的采用。首先,对超高频(UHF) RFID后向散射系统的保密性进行了研究。然后,利用RFID反向散射信道的性质和特点,提出了一种最大化保密率的新方法。为了探索这些特征,所提出的方法允许RFID读取器将人工噪声信号附加到其连续波(CW)信号中,然后通过反向散射信道传播,从而在窃听器处引起干扰。为了使读取器能够在连续波信号和人工噪声之间进行最佳功率分配,本文建立了一个非合作博弈,在给定后续的读取器间干扰的情况下,读取器可以使用该博弈来决定其最佳功率分配,从而最大化其总体保密率。为了求解这一博弈,提出了一种使读者达到纳什均衡的最佳对策算法。仿真结果表明,就每个RFID读取器的平均保密率而言,与传统RFID操作相比,所提出的方法产生了显著的性能提升,至少提高了17%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the physical layer security of backscatter RFID systems
Securing radio frequency identification (RFID) systems against malicious attacks such as eavesdropping is a highly challenging task due to the resource constrained nature of such systems. In fact, the modest computational and storage capabilities of RFID tags makes it impossible to adopt classical cryptographic techniques. While existing work has mostly focused on lightweight cryptographic techniques, in this paper, the first analysis on the adoption of physical layer security techniques in an RFID system is presented. First, the secrecy rate of ultra high frequency (UHF) RFID backscatter systems is characterized. Then, a novel approach is proposed for maximizing this secrecy rate by exploiting the nature and features of the RFID backscatter channel. To explore these features, the proposed approach allows the RFID readers to append artificial noise signals to their continuous wave (CW) signals which then propagate via the backscatter channel hence inducing interference at the eavesdroppers. For enabling the readers to optimally allocate power between their CW signals and artificial noise, a noncooperative game is formulated using which the readers can decide on their optimal power allocations so as to maximize their overall secrecy rates, given the ensuing inter-reader interference. For solving this game, a best response algorithm is proposed using which the readers can reach a Nash equilibrium. Simulation results show that the proposed approach yields significant performance gains, in terms of the average secrecy rate per RFID reader, of at least 17% relative to the classical RFID operation.
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