A Lightweight and Efficient Key Generation Scheme From OFDM Subcarriers’ Channel Responses

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2024-09-11 DOI:10.1109/LWC.2024.3457752
Agnes Francis Kawoya;Hua Wang;Dongxuan He
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Abstract

This letter presents a physical layer secret key generation (PLSKG) protocol utilizing the amplitude of channel frequency response (CFR) of Orthogonal Frequency Division Multiplexing (OFDM) subcarriers. Firstly, least squares estimation estimates the CFR. Next, a partition moving average (PMA) algorithm encodes the CFR. PMA re-uses the CFR within a partition by encoding at different overlap sizes, thus increasing the key generation rate (KGR). Then, a 2-bit differential-based quantization at every overlap for each partition is followed for an improved KGR and randomness. Finally, a cyclic redundancy check is performed to select strings with consistent results as candidate key, eliminating streams from less correlated measurements, thus ensuring a 0-bit mismatch. Simulation results have verified that our scheme achieves random 0-bit disagreement keys with a high average key length and reduced complexity compared to the other existing lightweight schemes.
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从 OFDM 子载波信道响应出发的轻量级高效密钥生成方案
本文提出了一种利用正交频分复用(OFDM)子载波的信道频率响应幅度(CFR)生成物理层密钥(PLSKG)的协议。首先,利用最小二乘估计法估算信道频率响应。然后,分区移动平均(PMA)算法对 CFR 进行编码。PMA 以不同的重叠大小进行编码,在分区内重复使用 CFR,从而提高密钥生成率 (KGR)。然后,在每个分区的每个重叠处进行基于 2 位差分的量化,以提高 KGR 和随机性。最后,执行循环冗余检查,选择结果一致的字符串作为候选密钥,剔除相关性较低的测量数据流,从而确保 0 位不匹配。仿真结果证明,与其他现有的轻量级方案相比,我们的方案实现了随机 0 位不匹配密钥,平均密钥长度高,复杂度低。
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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