Residential Collegefalse
Status已發表Published
Social-aware incentive mechanism for full-view covered video collection in crowdsensing
Pei, Yingying; Hou, Fen
2018-12-20
Source PublicationIET COMMUNICATIONS
ISSN1751-8628
Volume12Issue:20Pages:2600-2608
Abstract

Compared with a traditional fixed sensor network, mobile crowdsensing provides an efficient way to collect sensing data. However, conducting sensing tasks consumes the resources of mobile users (e.g. battery, storage memory, time). Therefore, incentive mechanism design plays a key role in efficiently collecting the sensing data in a mobile crowdsensing system. Most of existing works about the incentive mechanism design simply use a constant to describe the data quality. In this study, the authors focus on the collection of video clips and introduce multiple parameters to evaluate the quality of the collected data. By jointly considering the social relationship of mobile users, they propose a social-aware incentive mechanism to achieve the full-view coverage for a target by efficiently collecting video clips. The proposed mechanism satisfies the properties of individual rationality, truthful and computational efficiency. Simulation results show better performance of the proposed mechanism compared with random selection and aspect based selection. In specific, with the number of users , the proposed mechanism can improve the data collector's utility by 485% and 33% compared with random selection and aspect based selection, respectively.

KeywordIncentive Schemes Mobile Computing Cameras Wireless Sensor Networks Social-aware Incentive Mechanism Full-view Covered Video Collection Traditional Fixed Sensor Network Sensing Data Mobile Crowdsensing System Mobile Users Sensing Tasks Video Clips Mobile Devices Incentive Mechanism Design Data Quality Collected Data Social Relationship Computational Efficiency Random Selection Aspect Based Selection Data Collector
DOI10.1049/iet-com.2018.5262
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering
WOS SubjectEngineering, Electrical & Electronic
WOS IDWOS:000451806800011
PublisherINST ENGINEERING TECHNOLOGY-IET
Scopus ID2-s2.0-85057724326
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
AffiliationUniv Macau, Dept Elect & Comp Engn, Taipa, Macao, Peoples R China
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Pei, Yingying,Hou, Fen. Social-aware incentive mechanism for full-view covered video collection in crowdsensing[J]. IET COMMUNICATIONS, 2018, 12(20), 2600-2608.
APA Pei, Yingying., & Hou, Fen (2018). Social-aware incentive mechanism for full-view covered video collection in crowdsensing. IET COMMUNICATIONS, 12(20), 2600-2608.
MLA Pei, Yingying,et al."Social-aware incentive mechanism for full-view covered video collection in crowdsensing".IET COMMUNICATIONS 12.20(2018):2600-2608.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Pei, Yingying]'s Articles
[Hou, Fen]'s Articles
Baidu academic
Similar articles in Baidu academic
[Pei, Yingying]'s Articles
[Hou, Fen]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Pei, Yingying]'s Articles
[Hou, Fen]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.