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)
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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 |
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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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