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Anti-Jamming Hybrid Beamforming Design for Millimeter-Wave Massive MIMO Systems

Authors :
Qi, Xiaolei
Peng, Mugen
Zhang, Hongming
Kong, Xianghao
Source :
IEEE Transactions on Wireless Communications; August 2024, Vol. 23 Issue: 8 p9160-9172, 13p
Publication Year :
2024

Abstract

In this paper, we investigate an anti-jamming hybrid beamforming (HBF) design in millimeter-wave (mmWave) massive MIMO systems for reliable wireless communications. Different from the conventional schemes designed by assuming perfect channel state information (CSI) of both communication channels and jamming channels. We aim to design the HBF scheme by minimizing the dispersion of the output signals in statistics without the knowledge of the jamming channel information. Two partially-connected HBF architectures are considered. Specifically, we propose a two-stage robust HBF design by solving the formulated non-convex problem. First, we introduce an auxiliary vector that represents the product of an analog beamformer (ABF) and a digital beamformer (DBF), and propose a pseudo-Newton method assisted beamforming algorithm by relaxing the non-convex constraint on the ABF. In the second stage, we separately optimize the ABF and DBF for two different partially-connected HBF architectures by proposing a matrix decomposition-based alternating minimization method. Finally, simulation results are provided for demonstrating the superiority of our proposed robust HBF schemes over other benchmark schemes by considering the security threat of potential jamming attacks, especially when the number of snapshots is small.

Details

Language :
English
ISSN :
15361276 and 15582248
Volume :
23
Issue :
8
Database :
Supplemental Index
Journal :
IEEE Transactions on Wireless Communications
Publication Type :
Periodical
Accession number :
ejs67162750
Full Text :
https://doi.org/10.1109/TWC.2024.3359286