Parameters Optimization of Quantization Schemes for Channel-Based Key Extraction

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Parameters Optimization of Quantization Schemes for Channel-Based Key Extraction
Title:
Parameters Optimization of Quantization Schemes for Channel-Based Key Extraction
Journal Title:
IEEE Globecom 2023
DOI:
Keywords:
Publication Date:
07 December 2023
Citation:
0
Abstract:
We propose a scheme which generates shared secret keys from the amplitude of frequency domain channel state information (CSI) of individual orthogonal frequency-division multiplexing (OFDM) subcarrier. A unique quantization scheme is proposed, with the use of two parameters, α and β, to set the quantization threshold. Based on multivariate Rayleigh distribution, we derive the analytical expressions for key bit disagreement rate (BDR) and key length. The theoretical analysis of BDR and key length aligns with the simulation results. We also present a mathematical model to optimize the parameters of our proposed quantization scheme and a guideline to set  and . Our proposed method for iterative tuning of  can balance the number of zeros and ones in the generated key sequences so that the randomness requirement is met
License type:
Publisher Copyright
Funding Info:
The research is supported by National Research Foundation, Singapore, jointly with Energy Market Authority and Keppel Offshore & Marine Limited under the Energy Programme “EMA-KOM Joint RFP (EMA-EP007-EKOM)” with Envision Digital International Pte. Ltd. as main Host Institution
Description:
© 2023 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
ISSN:
979-8-3503-1090-0/23
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