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Intelligent Block-Level Interference Exploitation Beamforming Design: An ADMM Approach

Wang, Y; Wen, Y; Li, A; Hu, X; Masouros, C; (2024) Intelligent Block-Level Interference Exploitation Beamforming Design: An ADMM Approach. In: Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC) 2024. (pp. pp. 1-6). Institute of Electrical and Electronics Engineers (IEEE) Green open access

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Abstract

We study constructive interference based block-level beamforming (CI-BLB) in the downlink of multi-user multiple-input single-output (MU-MISO) systems. CI-BLB achieves im-proved performance over the traditional CI-based symbol-level beamforming (CI-SLB) method, because of its more intelligent power allocation scheme over the considered block of symbol slots. In this paper, we design a low-complexity algorithm based on the alternating direction method of multipliers (ADMM) framework, which can efficiently solve QP problems. We analyze the convergence and complexity of the proposed algorithm. Nu-merical results validate the optimality of the proposed algorithm, and further show that the proposed algorithm offers a flexible performance-complexity tradeoff by limiting the maximum num-ber of iterations, which motivates the use of CI - BLB in practical wireless systems.

Type: Proceedings paper
Title: Intelligent Block-Level Interference Exploitation Beamforming Design: An ADMM Approach
Event: 2024 IEEE Wireless Communications and Networking Conference (WCNC)
Location: Dubai, United Arab Emirates
Dates: 21st-24th April 2024
ISBN-13: 979-8-3503-0358-2
Open access status: An open access version is available from UCL Discovery
DOI: 10.1109/WCNC57260.2024.10570542
Publisher version: http://dx.doi.org/10.1109/wcnc57260.2024.10570542
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher's terms and conditions.
Keywords: MIMO, constructive interference (CI), blocklevel beamforming (BLB), quadratic programming (QP) optimization, alternating direction method of multipliers (ADMM)
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Electronic and Electrical Eng
URI: https://discovery.ucl.ac.uk/id/eprint/10197225
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