Application of Hash Function on FMCW Based Millimeter-Wave Radar Against DRFM Jamming

Transport innovations and technological improvements have increased attention to specific techniques of communications, such as millimeter-wave radars used in autonomous vehicles (AVs). In order to improve the performance of antijamming capability of a millimeter-wave radar, the suppression of inter...

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Main Authors: Zhenyu Guan, Yongjiang Chen, Peng Lei, Dawei Li, Ying Zhao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8759034/
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spelling doaj-939cd71dbada438cb540c87531db59822021-03-29T23:28:10ZengIEEEIEEE Access2169-35362019-01-017922859229510.1109/ACCESS.2019.29280008759034Application of Hash Function on FMCW Based Millimeter-Wave Radar Against DRFM JammingZhenyu Guan0Yongjiang Chen1https://orcid.org/0000-0001-8270-528XPeng Lei2https://orcid.org/0000-0001-7422-0258Dawei Li3Ying Zhao4School of Cyber Science and Technology, Beihang University, Beijing, ChinaSchool of Cyber Science and Technology, Beihang University, Beijing, ChinaSchool of Electronic and Information Engineering, Beihang University, Beijing, ChinaSchool of Cyber Science and Technology, Beihang University, Beijing, ChinaSchool of Electronic and Information Engineering, Beihang University, Beijing, ChinaTransport innovations and technological improvements have increased attention to specific techniques of communications, such as millimeter-wave radars used in autonomous vehicles (AVs). In order to improve the performance of antijamming capability of a millimeter-wave radar, the suppression of interference using random functions is widely used in current applications. However, the main limitation of this method is that it lack a mechanism to withstand message replaying attack, forgery attack, Masquerade attack, and guessing and stolen verifier attack. In this paper, we propose an antijamming method based on a hash function to provide a secure antijamming solution with a stronger ability to suppress the interference echoes and flexible controls. The associated techniques include digital radio frequency memory (DRFM), millimeter-wave radar, and hash value processing. Three types of experiments are performed to achieve 32.87%~38.34% improvement in terms of the peak difference between the true and false targets, and the results are reported and analyzed in this paper. In each of the experiments, different variables are tested by the controlled variable method, and the experimental results are compared. On this occasion, it is concluded that the modulation signal based on the hash function has a stronger ability to suppress the interference echoes than that based on the pseudorandom function.https://ieeexplore.ieee.org/document/8759034/Millimeter-wave radarelectronic counter-countermeasuresdigital radio frequency memoryhash function
collection DOAJ
language English
format Article
sources DOAJ
author Zhenyu Guan
Yongjiang Chen
Peng Lei
Dawei Li
Ying Zhao
spellingShingle Zhenyu Guan
Yongjiang Chen
Peng Lei
Dawei Li
Ying Zhao
Application of Hash Function on FMCW Based Millimeter-Wave Radar Against DRFM Jamming
IEEE Access
Millimeter-wave radar
electronic counter-countermeasures
digital radio frequency memory
hash function
author_facet Zhenyu Guan
Yongjiang Chen
Peng Lei
Dawei Li
Ying Zhao
author_sort Zhenyu Guan
title Application of Hash Function on FMCW Based Millimeter-Wave Radar Against DRFM Jamming
title_short Application of Hash Function on FMCW Based Millimeter-Wave Radar Against DRFM Jamming
title_full Application of Hash Function on FMCW Based Millimeter-Wave Radar Against DRFM Jamming
title_fullStr Application of Hash Function on FMCW Based Millimeter-Wave Radar Against DRFM Jamming
title_full_unstemmed Application of Hash Function on FMCW Based Millimeter-Wave Radar Against DRFM Jamming
title_sort application of hash function on fmcw based millimeter-wave radar against drfm jamming
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Transport innovations and technological improvements have increased attention to specific techniques of communications, such as millimeter-wave radars used in autonomous vehicles (AVs). In order to improve the performance of antijamming capability of a millimeter-wave radar, the suppression of interference using random functions is widely used in current applications. However, the main limitation of this method is that it lack a mechanism to withstand message replaying attack, forgery attack, Masquerade attack, and guessing and stolen verifier attack. In this paper, we propose an antijamming method based on a hash function to provide a secure antijamming solution with a stronger ability to suppress the interference echoes and flexible controls. The associated techniques include digital radio frequency memory (DRFM), millimeter-wave radar, and hash value processing. Three types of experiments are performed to achieve 32.87%~38.34% improvement in terms of the peak difference between the true and false targets, and the results are reported and analyzed in this paper. In each of the experiments, different variables are tested by the controlled variable method, and the experimental results are compared. On this occasion, it is concluded that the modulation signal based on the hash function has a stronger ability to suppress the interference echoes than that based on the pseudorandom function.
topic Millimeter-wave radar
electronic counter-countermeasures
digital radio frequency memory
hash function
url https://ieeexplore.ieee.org/document/8759034/
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AT penglei applicationofhashfunctiononfmcwbasedmillimeterwaveradaragainstdrfmjamming
AT daweili applicationofhashfunctiononfmcwbasedmillimeterwaveradaragainstdrfmjamming
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