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Optimal Design of RF Energy-Harvesting Network: Throughput and Delay Perspective

We consider a wireless network comprising two types of nodes: Type I node and Type II node. The Type I node has unlimited energy supply and the Type II node is powered by radio frequency (RF) energy harvesting where the RF transmissions by the Type I node are the opportunities for the Type II node t...

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Autores principales: Bae, Yun Han, Baek, Jung Woo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6339248/
https://www.ncbi.nlm.nih.gov/pubmed/30609835
http://dx.doi.org/10.3390/s19010145
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author Bae, Yun Han
Baek, Jung Woo
author_facet Bae, Yun Han
Baek, Jung Woo
author_sort Bae, Yun Han
collection PubMed
description We consider a wireless network comprising two types of nodes: Type I node and Type II node. The Type I node has unlimited energy supply and the Type II node is powered by radio frequency (RF) energy harvesting where the RF transmissions by the Type I node are the opportunities for the Type II node to replenish its battery. The Type I node has a data queue for storing data packets generated intermittently and the Type II node has a backlogged data queue. Our objective in this paper is to investigate system throughput and packet delay in an RF energy-harvesting network. Specifically, we find the optimal transmission probabilities of the two nodes which minimize the packet delay of the Type I node while maximizing the system throughput subject to the stability condition of the data queue of the Type I node. The whole system of the two interacting nodes can be exactly modeled by a two-dimensional Markov chain. Instead of following such an approach, we resort to another approximate approach so that our optimization problem can be solved more easily and closed-form solutions are available. The accuracy of the approximate model is validated by extensive simulations.
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spelling pubmed-63392482019-01-23 Optimal Design of RF Energy-Harvesting Network: Throughput and Delay Perspective Bae, Yun Han Baek, Jung Woo Sensors (Basel) Article We consider a wireless network comprising two types of nodes: Type I node and Type II node. The Type I node has unlimited energy supply and the Type II node is powered by radio frequency (RF) energy harvesting where the RF transmissions by the Type I node are the opportunities for the Type II node to replenish its battery. The Type I node has a data queue for storing data packets generated intermittently and the Type II node has a backlogged data queue. Our objective in this paper is to investigate system throughput and packet delay in an RF energy-harvesting network. Specifically, we find the optimal transmission probabilities of the two nodes which minimize the packet delay of the Type I node while maximizing the system throughput subject to the stability condition of the data queue of the Type I node. The whole system of the two interacting nodes can be exactly modeled by a two-dimensional Markov chain. Instead of following such an approach, we resort to another approximate approach so that our optimization problem can be solved more easily and closed-form solutions are available. The accuracy of the approximate model is validated by extensive simulations. MDPI 2019-01-03 /pmc/articles/PMC6339248/ /pubmed/30609835 http://dx.doi.org/10.3390/s19010145 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Bae, Yun Han
Baek, Jung Woo
Optimal Design of RF Energy-Harvesting Network: Throughput and Delay Perspective
title Optimal Design of RF Energy-Harvesting Network: Throughput and Delay Perspective
title_full Optimal Design of RF Energy-Harvesting Network: Throughput and Delay Perspective
title_fullStr Optimal Design of RF Energy-Harvesting Network: Throughput and Delay Perspective
title_full_unstemmed Optimal Design of RF Energy-Harvesting Network: Throughput and Delay Perspective
title_short Optimal Design of RF Energy-Harvesting Network: Throughput and Delay Perspective
title_sort optimal design of rf energy-harvesting network: throughput and delay perspective
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6339248/
https://www.ncbi.nlm.nih.gov/pubmed/30609835
http://dx.doi.org/10.3390/s19010145
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