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Cooperative Dynamic Game-Based Optimal Power Control in Wireless Sensor Network Powered by RF Energy
This paper focuses on optimal power control in wireless sensor networks powered by RF energy, under the simultaneous wireless information and power transfer (SWIFT) protocol, where the information and power can be transmitted at the same time. We aim to maximize the utility for each sensor through t...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069427/ https://www.ncbi.nlm.nih.gov/pubmed/30041467 http://dx.doi.org/10.3390/s18072393 |
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author | Wang, Manxi Xu, Haitao Zhou, Xianwei |
author_facet | Wang, Manxi Xu, Haitao Zhou, Xianwei |
author_sort | Wang, Manxi |
collection | PubMed |
description | This paper focuses on optimal power control in wireless sensor networks powered by RF energy, under the simultaneous wireless information and power transfer (SWIFT) protocol, where the information and power can be transmitted at the same time. We aim to maximize the utility for each sensor through the optimal power control, considering the influences of both the SINR and the harvested energy. The utility maximization problem is formulated as a cooperative dynamic game of a given time duration. All the sensors cooperate together to control their transmission power to maximize the utility and agree to act cooperatively so that a team optimum can be achieved. As a result, a feedback Nash equilibrium solution for each sensor is given based on the dynamic programming theory. Simulation results verify the effectiveness of the proposed approach, by comparing the grand coalition solutions with the non-cooperative solutions. |
format | Online Article Text |
id | pubmed-6069427 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-60694272018-08-07 Cooperative Dynamic Game-Based Optimal Power Control in Wireless Sensor Network Powered by RF Energy Wang, Manxi Xu, Haitao Zhou, Xianwei Sensors (Basel) Article This paper focuses on optimal power control in wireless sensor networks powered by RF energy, under the simultaneous wireless information and power transfer (SWIFT) protocol, where the information and power can be transmitted at the same time. We aim to maximize the utility for each sensor through the optimal power control, considering the influences of both the SINR and the harvested energy. The utility maximization problem is formulated as a cooperative dynamic game of a given time duration. All the sensors cooperate together to control their transmission power to maximize the utility and agree to act cooperatively so that a team optimum can be achieved. As a result, a feedback Nash equilibrium solution for each sensor is given based on the dynamic programming theory. Simulation results verify the effectiveness of the proposed approach, by comparing the grand coalition solutions with the non-cooperative solutions. MDPI 2018-07-23 /pmc/articles/PMC6069427/ /pubmed/30041467 http://dx.doi.org/10.3390/s18072393 Text en © 2018 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 Wang, Manxi Xu, Haitao Zhou, Xianwei Cooperative Dynamic Game-Based Optimal Power Control in Wireless Sensor Network Powered by RF Energy |
title | Cooperative Dynamic Game-Based Optimal Power Control in Wireless Sensor Network Powered by RF Energy |
title_full | Cooperative Dynamic Game-Based Optimal Power Control in Wireless Sensor Network Powered by RF Energy |
title_fullStr | Cooperative Dynamic Game-Based Optimal Power Control in Wireless Sensor Network Powered by RF Energy |
title_full_unstemmed | Cooperative Dynamic Game-Based Optimal Power Control in Wireless Sensor Network Powered by RF Energy |
title_short | Cooperative Dynamic Game-Based Optimal Power Control in Wireless Sensor Network Powered by RF Energy |
title_sort | cooperative dynamic game-based optimal power control in wireless sensor network powered by rf energy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069427/ https://www.ncbi.nlm.nih.gov/pubmed/30041467 http://dx.doi.org/10.3390/s18072393 |
work_keys_str_mv | AT wangmanxi cooperativedynamicgamebasedoptimalpowercontrolinwirelesssensornetworkpoweredbyrfenergy AT xuhaitao cooperativedynamicgamebasedoptimalpowercontrolinwirelesssensornetworkpoweredbyrfenergy AT zhouxianwei cooperativedynamicgamebasedoptimalpowercontrolinwirelesssensornetworkpoweredbyrfenergy |