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A Blockchain-Based Location Privacy Protection Incentive Mechanism in Crowd Sensing Networks

Crowd sensing is a perception mode that recruits mobile device users to complete tasks such as data collection and cloud computing. For the cloud computing platform, crowd sensing can not only enable users to collaborate to complete large-scale awareness tasks but also provide users for types, socia...

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Detalles Bibliográficos
Autores principales: Jia, Bing, Zhou, Tao, Li, Wuyungerile, Liu, Zhenchang, Zhang, Jiantao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263764/
https://www.ncbi.nlm.nih.gov/pubmed/30424534
http://dx.doi.org/10.3390/s18113894
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author Jia, Bing
Zhou, Tao
Li, Wuyungerile
Liu, Zhenchang
Zhang, Jiantao
author_facet Jia, Bing
Zhou, Tao
Li, Wuyungerile
Liu, Zhenchang
Zhang, Jiantao
author_sort Jia, Bing
collection PubMed
description Crowd sensing is a perception mode that recruits mobile device users to complete tasks such as data collection and cloud computing. For the cloud computing platform, crowd sensing can not only enable users to collaborate to complete large-scale awareness tasks but also provide users for types, social attributes, and other information for the cloud platform. In order to improve the effectiveness of crowd sensing, many incentive mechanisms have been proposed. Common incentives are monetary reward, entertainment & gamification, social relation, and virtual credit. However, there are rare incentives based on privacy protection basically. In this paper, we proposed a mixed incentive mechanism which combined privacy protection and virtual credit called a blockchain-based location privacy protection incentive mechanism in crowd sensing networks. Its network structure can be divided into three parts which are intelligence crowd sensing networks, confusion mechanism, and blockchain. We conducted the experiments in the campus environment and the results shows that the incentive mechanism proposed in this paper has the efficacious effect in stimulating user participation.
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spelling pubmed-62637642018-12-12 A Blockchain-Based Location Privacy Protection Incentive Mechanism in Crowd Sensing Networks Jia, Bing Zhou, Tao Li, Wuyungerile Liu, Zhenchang Zhang, Jiantao Sensors (Basel) Article Crowd sensing is a perception mode that recruits mobile device users to complete tasks such as data collection and cloud computing. For the cloud computing platform, crowd sensing can not only enable users to collaborate to complete large-scale awareness tasks but also provide users for types, social attributes, and other information for the cloud platform. In order to improve the effectiveness of crowd sensing, many incentive mechanisms have been proposed. Common incentives are monetary reward, entertainment & gamification, social relation, and virtual credit. However, there are rare incentives based on privacy protection basically. In this paper, we proposed a mixed incentive mechanism which combined privacy protection and virtual credit called a blockchain-based location privacy protection incentive mechanism in crowd sensing networks. Its network structure can be divided into three parts which are intelligence crowd sensing networks, confusion mechanism, and blockchain. We conducted the experiments in the campus environment and the results shows that the incentive mechanism proposed in this paper has the efficacious effect in stimulating user participation. MDPI 2018-11-12 /pmc/articles/PMC6263764/ /pubmed/30424534 http://dx.doi.org/10.3390/s18113894 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
Jia, Bing
Zhou, Tao
Li, Wuyungerile
Liu, Zhenchang
Zhang, Jiantao
A Blockchain-Based Location Privacy Protection Incentive Mechanism in Crowd Sensing Networks
title A Blockchain-Based Location Privacy Protection Incentive Mechanism in Crowd Sensing Networks
title_full A Blockchain-Based Location Privacy Protection Incentive Mechanism in Crowd Sensing Networks
title_fullStr A Blockchain-Based Location Privacy Protection Incentive Mechanism in Crowd Sensing Networks
title_full_unstemmed A Blockchain-Based Location Privacy Protection Incentive Mechanism in Crowd Sensing Networks
title_short A Blockchain-Based Location Privacy Protection Incentive Mechanism in Crowd Sensing Networks
title_sort blockchain-based location privacy protection incentive mechanism in crowd sensing networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263764/
https://www.ncbi.nlm.nih.gov/pubmed/30424534
http://dx.doi.org/10.3390/s18113894
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