A Novel Task Allocation Algorithm in Mobile Crowdsensing with Spatial Privacy Preservation

المؤلفون المشاركون

Luo, Guangchun
Chen, Aiguo
Tang, Wenyi
Jin, Qi
Zheng, Xu
Duan, Guiduo

المصدر

Wireless Communications and Mobile Computing

العدد

المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-13، 13ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2019-04-01

دولة النشر

مصر

عدد الصفحات

13

التخصصات الرئيسية

تكنولوجيا المعلومات وعلم الحاسوب

الملخص 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.

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1212077