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Distributed Beamforming and Power Allocation for Heterogeneous Networks with MISO Interference Channel
To address the limitations of centralized resource allocation, i.e., high computational complexity and signaling overhead, a distributed beamforming and power allocation strategy is proposed for heterogeneous networks with multiple-input-single-output (MISO) interference channels. In the proposed sc...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8067961/ https://www.ncbi.nlm.nih.gov/pubmed/33917693 http://dx.doi.org/10.3390/s21082606 |
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author | Lee, Kisong |
author_facet | Lee, Kisong |
author_sort | Lee, Kisong |
collection | PubMed |
description | To address the limitations of centralized resource allocation, i.e., high computational complexity and signaling overhead, a distributed beamforming and power allocation strategy is proposed for heterogeneous networks with multiple-input-single-output (MISO) interference channels. In the proposed scheme, each secondary user transceiver pair (SU TP) determines the beamforming vector and transmits power to maximize its own spectral efficiency (SE) while keeping the interference to the primary user below a predetermined threshold, and such resource management for each SU TP is updated iteratively without any information sharing until the strategies for all SU TPs converge. The simulation confirms that the proposed scheme can achieve a performance comparable to that of a centralized approach with a much lower computation time, e.g., less than 5% degradation in SE while improving computation time by more than 10 times. |
format | Online Article Text |
id | pubmed-8067961 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80679612021-04-25 Distributed Beamforming and Power Allocation for Heterogeneous Networks with MISO Interference Channel Lee, Kisong Sensors (Basel) Communication To address the limitations of centralized resource allocation, i.e., high computational complexity and signaling overhead, a distributed beamforming and power allocation strategy is proposed for heterogeneous networks with multiple-input-single-output (MISO) interference channels. In the proposed scheme, each secondary user transceiver pair (SU TP) determines the beamforming vector and transmits power to maximize its own spectral efficiency (SE) while keeping the interference to the primary user below a predetermined threshold, and such resource management for each SU TP is updated iteratively without any information sharing until the strategies for all SU TPs converge. The simulation confirms that the proposed scheme can achieve a performance comparable to that of a centralized approach with a much lower computation time, e.g., less than 5% degradation in SE while improving computation time by more than 10 times. MDPI 2021-04-08 /pmc/articles/PMC8067961/ /pubmed/33917693 http://dx.doi.org/10.3390/s21082606 Text en © 2021 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Communication Lee, Kisong Distributed Beamforming and Power Allocation for Heterogeneous Networks with MISO Interference Channel |
title | Distributed Beamforming and Power Allocation for Heterogeneous Networks with MISO Interference Channel |
title_full | Distributed Beamforming and Power Allocation for Heterogeneous Networks with MISO Interference Channel |
title_fullStr | Distributed Beamforming and Power Allocation for Heterogeneous Networks with MISO Interference Channel |
title_full_unstemmed | Distributed Beamforming and Power Allocation for Heterogeneous Networks with MISO Interference Channel |
title_short | Distributed Beamforming and Power Allocation for Heterogeneous Networks with MISO Interference Channel |
title_sort | distributed beamforming and power allocation for heterogeneous networks with miso interference channel |
topic | Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8067961/ https://www.ncbi.nlm.nih.gov/pubmed/33917693 http://dx.doi.org/10.3390/s21082606 |
work_keys_str_mv | AT leekisong distributedbeamformingandpowerallocationforheterogeneousnetworkswithmisointerferencechannel |