Incentive mechanisms for participatory sensing: Survey and research challenges

F Restuccia, SK Das, J Payton - ACM Transactions on Sensor Networks …, 2016 - dl.acm.org
Participatory sensing is a powerful paradigm that takes advantage of smartphones to collect
and analyze data beyond the scale of what was previously possible. Given that participatory …

Task allocation in spatial crowdsourcing: Current state and future directions

B Guo, Y Liu, L Wang, VOK Li… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
Spatial crowdsourcing (SC) is an emerging paradigm of crowdsourcing, which commits
workers to move to some particular locations to perform spatio-temporal-relevant tasks (eg …

A learning-based incentive mechanism for federated learning

Y Zhan, P Li, Z Qu, D Zeng… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) generates large amounts of data at the network edge. Machine
learning models are often built on these data, to enable the detection, classification, and …

Incentive mechanisms for crowdsensing: Crowdsourcing with smartphones

D Yang, G Xue, X Fang, J Tang - IEEE/ACM transactions on …, 2015 - ieeexplore.ieee.org
Smartphones are programmable and equipped with a set of cheap but powerful embedded
sensors, such as accelerometer, digital compass, gyroscope, GPS, microphone, and …

Incentive mechanism for privacy-aware data aggregation in mobile crowd sensing systems

H Jin, L Su, H Xiao, K Nahrstedt - IEEE/ACM Transactions on …, 2018 - ieeexplore.ieee.org
The recent proliferation of human-carried mobile devices has given rise to mobile crowd
sensing (MCS) systems that outsource the collection of sensory data to the public crowd …

Inception: Incentivizing privacy-preserving data aggregation for mobile crowd sensing systems

H Jin, L Su, H Xiao, K Nahrstedt - … on Mobile Ad Hoc Networking and …, 2016 - dl.acm.org
The recent proliferation of human-carried mobile devices has given rise to mobile crowd
sensing (MCS) systems that outsource the collection of sensory data to the public crowd …

Exploiting multi-dimensional task diversity in distributed auctions for mobile crowdsensing

Z Cai, Z Duan, W Li - IEEE Transactions on Mobile Computing, 2020 - ieeexplore.ieee.org
To promote development of Mobile Crowdsensing Systems (MCSs), numerous auction
schemes have been proposed to motivate mobile users' participation. But, task diversity of …

A multiresolution watermark for digital images

XG Xia, CG Boncelet, GR Arce - Proceedings of international …, 1997 - ieeexplore.ieee.org
We introduce a new multiresolution watermarking method for digital images. The method is
based on the discrete wavelet transform (DWT). Pseudo-random codes are added to the …

Online task assignment for crowdsensing in predictable mobile social networks

M Xiao, J Wu, L Huang, R Cheng… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Mobile crowdsensing is a new paradigm in which a crowd of mobile users exploit their
carried smart phones to conduct complex sensing tasks. In this paper, we focus on the …

Incentive mechanism for spatial crowdsourcing with unknown social-aware workers: A three-stage stackelberg game approach

Y Xu, M Xiao, J Wu, S Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we investigate the incentive problem in Spatial Crowdsourcing (SC), where
mobile social-aware workers have unknown qualities and can share their answers to tasks …