학술논문

Precoding Design for Key Generation in Near-Field Extremely Large-Scale MIMO Communications
Document Type
Conference
Source
2023 IEEE Globecom Workshops (GC Wkshps) Globecom Workshops (GC Wkshps), 2023 IEEE. :172-177 Dec, 2023
Subject
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
Wireless communication
Precoding
Simulation
Conferences
Vectors
Resource management
MIMO communication
Artificial randomness
extremely large-scale MIMO
near-field communications
physical layer key generation
Language
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.