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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...
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/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. |
format | Online Article Text |
id | pubmed-6263764 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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