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Weighted Voting in ...
Weighted Voting in Physical Layer Authentication for Industrial Wireless Edge Networks
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- Xie, Feiyi (författare)
- Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, Chengdu 610054, Peoples R China.
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- Pang, Zhibo (författare)
- KTH,Teknisk informationsvetenskap,ABB Corp Res Sweden, Dept Automat Technol, S-72226 Västerås, Sweden
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- Wen, Hong (författare)
- Univ Elect Sci & Technol China, Sch Aeronaut & Astronaut, Chengdu 610054, Peoples R China.
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- Lei, Wenxin (författare)
- Univ Elect Sci & Technol China, Sch Aeronaut & Astronaut, Chengdu 610054, Peoples R China.
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- Xu, Xinchen (författare)
- Univ Elect Sci & Technol China, Sch Aeronaut & Astronaut, Chengdu 610054, Peoples R China.
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Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, Chengdu 610054, Peoples R China Teknisk informationsvetenskap (creator_code:org_t)
- Institute of Electrical and Electronics Engineers (IEEE), 2022
- 2022
- Engelska.
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Ingår i: IEEE Transactions on Industrial Informatics. - : Institute of Electrical and Electronics Engineers (IEEE). - 1551-3203 .- 1941-0050. ; 18:4, s. 2796-2806
- Relaterad länk:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- Edge computing (EC) is an essential component of large-scale intelligent manufacturing systems for Industry 4.0, which promises to provide a preprocessing platform for the massive data generated by the terminals and guarantee lower delay and more security compared to directly processing data in cloud computing. Nevertheless, access authentication is a crucial security issue of current EC systems, and, thus, this article presents a solution to enhance the access classification accuracy by exploiting the physical layer information. Our method employs a weighted voting scheme for channel state information based authentication using a single sample which includes sample segmentation, grouping, and weighted voting and finally achieves the fast and low complexity secure-access requirement of the EC system without increasing the individual devices' sample size and computational complexity. Experimental results utilizing public datasets and field-measured datasets demonstrate that the proposed weighted voting method has higher accuracy and robustness than existing methods.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Telekommunikation (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Telecommunications (hsv//eng)
Nyckelord
- Authentication
- Wireless communication
- Physical layer
- Training
- Cryptography
- Communication system security
- Channel state information
- Channel state information (CSI)
- industrial wireless networks
- physical layer authentication
- weighted voting
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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