A Novel Task Allocation Algorithm in Mobile Crowdsensing with Spatial Privacy Preservation
Joint Authors
Luo, Guangchun
Chen, Aiguo
Tang, Wenyi
Jin, Qi
Zheng, Xu
Duan, Guiduo
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-04-01
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Information Technology and Computer Science
Abstract EN
The Internet of Things (IoT) has attracted the interests of both academia and industry and enables various real-world applications.
The acquirement of large amounts of sensing data is a fundamental issue in IoT.
An efficient way is obtaining sufficient data by the mobile crowdsensing.
It is a promising paradigm which leverages the sensing capacity of portable mobile devices.
The crowdsensing platform is the key entity who allocates tasks to participants in a mobile crowdsensing system.
The strategy of task allocating is crucial for the crowdsensing platform, since it affects the data requester’s confidence, the participant’s confidence, and its own benefit.
Traditional allocating algorithms regard the privacy preservation, which may lose the confidence of participants.
In this paper, we propose a novel three-step algorithm which allocates tasks to participants with privacy consideration.
It maximizes the benefit of the crowdsensing platform and meanwhile preserves the privacy of participants.
Evaluation results on both benefit and privacy aspects show the effectiveness of our proposed algorithm.
American Psychological Association (APA)
Tang, Wenyi& Jin, Qi& Zheng, Xu& Luo, Guangchun& Duan, Guiduo& Chen, Aiguo. 2019. A Novel Task Allocation Algorithm in Mobile Crowdsensing with Spatial Privacy Preservation. Wireless Communications and Mobile Computing،Vol. 2019, no. 2019, pp.1-13.
https://search.emarefa.net/detail/BIM-1212077
Modern Language Association (MLA)
Tang, Wenyi…[et al.]. A Novel Task Allocation Algorithm in Mobile Crowdsensing with Spatial Privacy Preservation. Wireless Communications and Mobile Computing No. 2019 (2019), pp.1-13.
https://search.emarefa.net/detail/BIM-1212077
American Medical Association (AMA)
Tang, Wenyi& Jin, Qi& Zheng, Xu& Luo, Guangchun& Duan, Guiduo& Chen, Aiguo. A Novel Task Allocation Algorithm in Mobile Crowdsensing with Spatial Privacy Preservation. Wireless Communications and Mobile Computing. 2019. Vol. 2019, no. 2019, pp.1-13.
https://search.emarefa.net/detail/BIM-1212077
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1212077