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Wireless Relay Selection in Pocket Switched Networks Based on Spatial Regularity of Human Mobility †

Pocket switched networks (PSNs) take advantage of human mobility to deliver data. Investigations on real-world trace data indicate that human mobility shows an obvious spatial regularity: a human being usually visits a few places at high frequencies. These most frequently visited places form the hom...

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Autores principales: Huang, Jianhui, Cheng, Xiuzhen, Bi, Jingping, Chen, Biao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4732127/
https://www.ncbi.nlm.nih.gov/pubmed/26797609
http://dx.doi.org/10.3390/s16010094
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author Huang, Jianhui
Cheng, Xiuzhen
Bi, Jingping
Chen, Biao
author_facet Huang, Jianhui
Cheng, Xiuzhen
Bi, Jingping
Chen, Biao
author_sort Huang, Jianhui
collection PubMed
description Pocket switched networks (PSNs) take advantage of human mobility to deliver data. Investigations on real-world trace data indicate that human mobility shows an obvious spatial regularity: a human being usually visits a few places at high frequencies. These most frequently visited places form the home of a node, which is exploited in this paper to design two HomE based Relay selectiOn (HERO) algorithms. Both algorithms input single data copy into the network at any time. In the basic HERO, only the first node encountered by the source and whose home overlaps a destination’s home is selected as a relay while the enhanced HERO keeps finding more optimal relay that visits the destination’s home with higher probability. The two proposed algorithms only require the relays to exchange the information of their home and/or the visiting frequencies to their home when two nodes meet. As a result, the information update is reduced and there is no global status information that needs to be maintained. This causes light loads on relays because of the low communication cost and storage requirements. Additionally, only simple operations are needed in the two proposed algorithms, resulting in little computation overhead at relays. At last, a theoretical analysis is performed on some key metrics and then the real-world based simulations indicate that the two HERO algorithms are efficient and effective through employing only one or a few relays.
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spelling pubmed-47321272016-02-12 Wireless Relay Selection in Pocket Switched Networks Based on Spatial Regularity of Human Mobility † Huang, Jianhui Cheng, Xiuzhen Bi, Jingping Chen, Biao Sensors (Basel) Article Pocket switched networks (PSNs) take advantage of human mobility to deliver data. Investigations on real-world trace data indicate that human mobility shows an obvious spatial regularity: a human being usually visits a few places at high frequencies. These most frequently visited places form the home of a node, which is exploited in this paper to design two HomE based Relay selectiOn (HERO) algorithms. Both algorithms input single data copy into the network at any time. In the basic HERO, only the first node encountered by the source and whose home overlaps a destination’s home is selected as a relay while the enhanced HERO keeps finding more optimal relay that visits the destination’s home with higher probability. The two proposed algorithms only require the relays to exchange the information of their home and/or the visiting frequencies to their home when two nodes meet. As a result, the information update is reduced and there is no global status information that needs to be maintained. This causes light loads on relays because of the low communication cost and storage requirements. Additionally, only simple operations are needed in the two proposed algorithms, resulting in little computation overhead at relays. At last, a theoretical analysis is performed on some key metrics and then the real-world based simulations indicate that the two HERO algorithms are efficient and effective through employing only one or a few relays. MDPI 2016-01-18 /pmc/articles/PMC4732127/ /pubmed/26797609 http://dx.doi.org/10.3390/s16010094 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons by Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Huang, Jianhui
Cheng, Xiuzhen
Bi, Jingping
Chen, Biao
Wireless Relay Selection in Pocket Switched Networks Based on Spatial Regularity of Human Mobility †
title Wireless Relay Selection in Pocket Switched Networks Based on Spatial Regularity of Human Mobility †
title_full Wireless Relay Selection in Pocket Switched Networks Based on Spatial Regularity of Human Mobility †
title_fullStr Wireless Relay Selection in Pocket Switched Networks Based on Spatial Regularity of Human Mobility †
title_full_unstemmed Wireless Relay Selection in Pocket Switched Networks Based on Spatial Regularity of Human Mobility †
title_short Wireless Relay Selection in Pocket Switched Networks Based on Spatial Regularity of Human Mobility †
title_sort wireless relay selection in pocket switched networks based on spatial regularity of human mobility †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4732127/
https://www.ncbi.nlm.nih.gov/pubmed/26797609
http://dx.doi.org/10.3390/s16010094
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