Truthful Mechanism Design for Multiregion Mobile Crowdsensing
Joint Authors
Cheng, Hao
Wu, Jun
Qiao, Yu
Huang, Zilan
He, Qiangqiang
Wang, Chongjun
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-08-19
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Information Technology and Computer Science
Abstract EN
In the age of the development of artificial intelligence, we face the challenge on how to obtain high-quality data set for learning systems effectively and efficiently.
Crowdsensing is a new powerful tool which will divide tasks between the data contributors to achieve an outcome cumulatively.
However, it arouses several new challenges, such as incentivization.
Incentive mechanisms are significant to the crowdsensing applications, since a good incentive mechanism will attract more workers to participate.
However, existing mechanisms failed to consider situations where the crowdsourcer has to hire capacitated workers or workers from multiregions.
We design two objectives for the proposed multiregion scenario, namely, weighted mean and maximin.
The proposed mechanisms maximize the utility of services provided by a selected data contributor under both constraints approximately.
Also, extensive simulations are conducted to verify the effectiveness of our proposed methods.
American Psychological Association (APA)
Qiao, Yu& Wu, Jun& Cheng, Hao& Huang, Zilan& He, Qiangqiang& Wang, Chongjun. 2020. Truthful Mechanism Design for Multiregion Mobile Crowdsensing. Wireless Communications and Mobile Computing،Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1214652
Modern Language Association (MLA)
Qiao, Yu…[et al.]. Truthful Mechanism Design for Multiregion Mobile Crowdsensing. Wireless Communications and Mobile Computing No. 2020 (2020), pp.1-15.
https://search.emarefa.net/detail/BIM-1214652
American Medical Association (AMA)
Qiao, Yu& Wu, Jun& Cheng, Hao& Huang, Zilan& He, Qiangqiang& Wang, Chongjun. Truthful Mechanism Design for Multiregion Mobile Crowdsensing. Wireless Communications and Mobile Computing. 2020. Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1214652
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1214652