Precoding Design for Key Generation in Near-Field Extremely Large-Scale MIMO Communications


Lu, T, Chen, L, Zhang, J ORCID: 0000-0002-3502-2926, Chen, C, Duong, TQ and Matthaiou, M (2023) Precoding Design for Key Generation in Near-Field Extremely Large-Scale MIMO Communications In: 2023 IEEE Globecom Workshops (GC Wkshps), 2023-12-4 - 2023-12-8.

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Abstract

This paper investigates an artificial randomness-based key generation scheme in near-field extremely large-scale multiple-input multiple-output (XL-MIMO) communications, aiming to overcome the limitations of static wireless chan-nels in generating secret keys. The proposed approach introduces artificial randomness via the pre coding vector, enabling legitimate users to generate secret keys while preventing eavesdropping. To maximize the secret key rate (SKR), the singular value decomposition (SVD) method is utilized to identify the legitimate subspace for generating secret keys and its orthogonal subspace to thwart eavesdropping. Additionally, a Dinkelbach method-based power allocation algorithm is designed to inject noise into both the legitimate subspace and its orthogonal subspace. Our simulation results validate the efficiency of the proposed key generation scheme, demonstrating its superiority over existing approaches.

Item Type: Conference Item (Unspecified)
Uncontrolled Keywords: 4613 Theory Of Computation, 46 Information and Computing Sciences, 4006 Communications Engineering, 40 Engineering
Divisions: Faculty of Science & Engineering > School of Electrical Engineering, Electronics and Computer Science
Depositing User: Symplectic Admin
Date Deposited: 05 Oct 2023 15:04
Last Modified: 24 Jan 2026 04:35
DOI: 10.1109/GCWkshps58843.2023.10464921
Related Websites:
URI: https://livrepository.liverpool.ac.uk/id/eprint/3173455
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