Joint Data and Tag Precoder Optimization for MIMO Physical Layer Authentication with Embedded Fingerprinting
We consider precoder optimization for authentication in a wireless multiple-input-multiple-output (MIMO)system that embeds a fingerprint at the physical layer. The optimization relaxes the assumptions that the same precoding matrix will be used for both data and tag and that the intended receiver (B...
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| Veröffentlicht in: | 2019 IEEE Conference on Communications and Network Security (CNS) S. 1 - 5 |
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| Sprache: | Englisch |
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01.06.2019
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| Abstract | We consider precoder optimization for authentication in a wireless multiple-input-multiple-output (MIMO)system that embeds a fingerprint at the physical layer. The optimization relaxes the assumptions that the same precoding matrix will be used for both data and tag and that the intended receiver (Bob)is able to perfectly estimate the data. The sum mean-square error (MSE)estimate of the tag is derived as a function of data and tag precoder matrices, which is then minimized under individual data and tag power constraints. Simulation results show that the proposed precoder optimization provides much better authentication probability than the equal power allocation. Moreover, by tuning the tag power, the desired tradeoff between authentication probability and key leakage (as measured by key equivocation at an eavesdropper)can be achieved with the proposed method. |
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| AbstractList | We consider precoder optimization for authentication in a wireless multiple-input-multiple-output (MIMO)system that embeds a fingerprint at the physical layer. The optimization relaxes the assumptions that the same precoding matrix will be used for both data and tag and that the intended receiver (Bob)is able to perfectly estimate the data. The sum mean-square error (MSE)estimate of the tag is derived as a function of data and tag precoder matrices, which is then minimized under individual data and tag power constraints. Simulation results show that the proposed precoder optimization provides much better authentication probability than the equal power allocation. Moreover, by tuning the tag power, the desired tradeoff between authentication probability and key leakage (as measured by key equivocation at an eavesdropper)can be achieved with the proposed method. |
| Author | Chalise, Batu K. Sadler, Brian M. |
| Author_xml | – sequence: 1 givenname: Batu K. surname: Chalise fullname: Chalise, Batu K. email: batu.k.chalise@ieee.org organization: New York Institute of Technology, NY, USA – sequence: 2 givenname: Brian M. surname: Sadler fullname: Sadler, Brian M. email: brian.m.sadler6.civ@mail.mil organization: US Army Research Laboratory Adelphi, MD, USA |
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| Snippet | We consider precoder optimization for authentication in a wireless multiple-input-multiple-output (MIMO)system that embeds a fingerprint at the physical layer.... |
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| SubjectTerms | 5G mobile communication Authentication Communication networks Conferences fingerprinting multiple-input-multiple output precoder optimization Privacy Security |
| Title | Joint Data and Tag Precoder Optimization for MIMO Physical Layer Authentication with Embedded Fingerprinting |
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