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A Novel Joint Power and Feedback Bit Allocation Interference Alignment Scheme for Wireless Sensor Networks
It is necessary to improve the energy efficiency of batteries in wireless sensor networks (WSNs). The multiple-input multiple-output (MIMO) technique has become an important means to ameliorate WSNs, and interference management is the core of improving energy efficiency. A promising approach is inte...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375849/ https://www.ncbi.nlm.nih.gov/pubmed/28287434 http://dx.doi.org/10.3390/s17030563 |
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author | Li, Shibao He, Chang Wang, Yixin Zhang, Yang Liu, Jianhang Huang, Tingpei |
author_facet | Li, Shibao He, Chang Wang, Yixin Zhang, Yang Liu, Jianhang Huang, Tingpei |
author_sort | Li, Shibao |
collection | PubMed |
description | It is necessary to improve the energy efficiency of batteries in wireless sensor networks (WSNs). The multiple-input multiple-output (MIMO) technique has become an important means to ameliorate WSNs, and interference management is the core of improving energy efficiency. A promising approach is interference alignment (IA), which effectively reduces the interference and improves the throughput of a system in the MIMO interference channels. However, the IA scheme requires perfect channel state information (CSI) at all transceivers in practice, which results in considerable feedback overhead. Thus, limited IA feedback has attracted much attention. In this paper, we analyze the throughput loss of the K-user MIMO interference channels when each transmitter delivers multiple streams in one slot, and derives the upper-bound of the system interference leakage and throughput loss. Then, to reduce the interference leakage and throughput loss for the MIMO interference alignment with limited feedback, a joint power and feedback bit allocation optimization scheme is proposed. The simulation results show that, compared with the conventional schemes, the presented optimal scheme achieves less residual interference and better performance in the system throughput. |
format | Online Article Text |
id | pubmed-5375849 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-53758492017-04-10 A Novel Joint Power and Feedback Bit Allocation Interference Alignment Scheme for Wireless Sensor Networks Li, Shibao He, Chang Wang, Yixin Zhang, Yang Liu, Jianhang Huang, Tingpei Sensors (Basel) Article It is necessary to improve the energy efficiency of batteries in wireless sensor networks (WSNs). The multiple-input multiple-output (MIMO) technique has become an important means to ameliorate WSNs, and interference management is the core of improving energy efficiency. A promising approach is interference alignment (IA), which effectively reduces the interference and improves the throughput of a system in the MIMO interference channels. However, the IA scheme requires perfect channel state information (CSI) at all transceivers in practice, which results in considerable feedback overhead. Thus, limited IA feedback has attracted much attention. In this paper, we analyze the throughput loss of the K-user MIMO interference channels when each transmitter delivers multiple streams in one slot, and derives the upper-bound of the system interference leakage and throughput loss. Then, to reduce the interference leakage and throughput loss for the MIMO interference alignment with limited feedback, a joint power and feedback bit allocation optimization scheme is proposed. The simulation results show that, compared with the conventional schemes, the presented optimal scheme achieves less residual interference and better performance in the system throughput. MDPI 2017-03-10 /pmc/articles/PMC5375849/ /pubmed/28287434 http://dx.doi.org/10.3390/s17030563 Text en © 2017 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Li, Shibao He, Chang Wang, Yixin Zhang, Yang Liu, Jianhang Huang, Tingpei A Novel Joint Power and Feedback Bit Allocation Interference Alignment Scheme for Wireless Sensor Networks |
title | A Novel Joint Power and Feedback Bit Allocation Interference Alignment Scheme for Wireless Sensor Networks |
title_full | A Novel Joint Power and Feedback Bit Allocation Interference Alignment Scheme for Wireless Sensor Networks |
title_fullStr | A Novel Joint Power and Feedback Bit Allocation Interference Alignment Scheme for Wireless Sensor Networks |
title_full_unstemmed | A Novel Joint Power and Feedback Bit Allocation Interference Alignment Scheme for Wireless Sensor Networks |
title_short | A Novel Joint Power and Feedback Bit Allocation Interference Alignment Scheme for Wireless Sensor Networks |
title_sort | novel joint power and feedback bit allocation interference alignment scheme for wireless sensor networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375849/ https://www.ncbi.nlm.nih.gov/pubmed/28287434 http://dx.doi.org/10.3390/s17030563 |
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