Multi-Frequency Band Physical-Layer Authentication in Indoor Environment

被引:2
作者
Han, Seungnam [1 ]
Lee, Haewon [1 ]
Choi, Jinho [2 ]
Hwang, Euiseok [1 ]
机构
[1] Gwangju Inst Sci & Technol GIST, Sch Elect Engn & Comp Sci, Gwangju, South Korea
[2] Deakin Univ, Sch Informat Technol, Geelong, Vic, Australia
来源
IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM | 2023年
基金
新加坡国家研究基金会;
关键词
Physical-layer authentication; channel state information; universal software radio peripheral; CHALLENGE-RESPONSE AUTHENTICATION;
D O I
10.1109/GLOBECOM54140.2023.10436790
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we propose a physical-layer authentication (PLA) scheme based on wireless channel responses of multiple frequency bands. Channel-based PLA has been regarded as a desirable scheme as it simplifies the authentication process by comparing received and previously acquired channel state information (CSI). However, it may fail authentication due to potential disagreements in CSI among legitimate users. Moreover, in an indoor environment, spatial correlation occasionally arises between legitimate and illegitimate channels, which can degrade the authentication reliability. To mitigate undesired CSI disagreements and spatial correlations, we propose a joint utilization of channel responses in multiple frequency bands. As spatial correlation is unlikely to arise simultaneously in different frequency bands, any correlation with illegitimate channels in one band can be compensated by the other band, providing reliable authentication even in indoor environments. Similarly, any disagreement among legitimate channels in one band can be compensated by the other band that has sufficient channel coherence time. To demonstrate the performance of our proposed scheme, we constructed a test-bed based on universal software radio peripherals. The experimental analysis shows that the proposed PLA scheme can significantly improve the authentication performance as much as orders of error reduction in failures by doubling the frequency bands in channel-based PLA.
引用
收藏
页码:1741 / 1746
页数:6
相关论文
共 22 条
[1]   A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges [J].
Aceto, Giuseppe ;
Persico, Valerio ;
Pescape, Antonio .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2019, 21 (04) :3467-3501
[2]  
[Anonymous], USRP 2944 BLOCK DIAG
[3]  
Cohen I., 2009, Noise reduction in speech processing, P1, DOI DOI 10.1007/978-3-642-00296-0_5
[4]  
Du XR, 2014, IEEE INFOCOM SER, P1276, DOI 10.1109/INFOCOM.2014.6848060
[5]  
Han Seungnam, 2022, 2022 IEEE International Conference on Big Data (Big Data), P6644, DOI 10.1109/BigData55660.2022.10020858
[6]  
Han S., 2023, IEEE WIRELESS COMMUN
[7]  
Han S, 2020, I C INF COMM TECH CO, P887, DOI 10.1109/ICTC49870.2020.9289224
[8]  
Hao P, 2014, IEEE GLOB COMM CONF, P613, DOI 10.1109/GLOCOM.2014.7036875
[9]   Toward Proper Guard Zones for Link Signature [J].
He, Xiaofan ;
Dai, Huaiyu ;
Shen, Wenbo ;
Ning, Peng ;
Dutta, Rudra .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (03) :2104-2117
[10]   Support vector machines [J].
Hearst, MA .
IEEE INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1998, 13 (04) :18-21