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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...

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Autores principales: Li, Shibao, He, Chang, Wang, Yixin, Zhang, Yang, Liu, Jianhang, Huang, Tingpei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
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.
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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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