Free market of multi-leader multi-follower mobile crowdsensing: An incentive mechanism design by deep reinforcement learning

Y Zhan, CH Liu, Y Zhao, J Zhang… - … Transactions on Mobile …, 2019 - ieeexplore.ieee.org
… In the incentive mechanism designed in this paper, when the TIs decide their optimal pricing
… ., “Crowdsourcing to smartphones: Incentive mechanism design for mobile phone sensing,” …

QuaCentive: a quality-aware incentive mechanism in mobile crowdsourced sensing (MCS)

Y Wang, X Jia, Q Jin, J Ma - The Journal of Supercomputing, 2016 - Springer
… rate and data quality in mobile crowdsourced parking systems (that is, … -aware incentive
mechanisms should pertain to all MCS components: crowd, crowdsourcer, and crowdsourcing

Promoting users' participation in mobile crowdsourcing: A distributed truthful incentive mechanism (DTIM) approach

X Wang, W Tushar, C Yuen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… works on incentive mechanisms in mobile crowdsourcing. Auction … been widely used to
design incentive mechanisms. The objectives … design for mobile phone sensing,” in Proceedings …

[图书][B] Mobile crowd sensing: incentive mechanism design

F Hou, Y Pei, J Sun - 2019 - Springer
… Yang D, Xue G, Fang X, Tang J (2012) Crowdsourcing to smartphones: incentive
mechanism design for mobile phone sensing. In: Proceedings of the 18th annual international …

Quality-Aware Incentive Mechanism for Mobile Crowdsourcing

H Jin, L Su - Mobile Crowdsourcing: From Theory to Practice, 2023 - Springer
… -aware incentive mechanism for MCS … incentive mechanism should consider the preservation
of users’ bid privacy. Technically, we design the first quality-aware incentive mechanism

[HTML][HTML] Designing incentive mechanisms for mobile crowdsensing with intermediaries

Y Chen, H Chen, S Yang, X Gao, Y Guo… - … and Mobile Computing, 2019 - hindawi.com
incentive mechanisms in mobile crowdsensing systems. Based on our survey of the state-of-the-art
literature, this is the first work on designing incentive mechanism for mobile sensing

A fair incentive mechanism for crowdsourcing in crowd sensing

X Zhu, J An, M Yang, L Xiang… - IEEE Internet of Things …, 2016 - ieeexplore.ieee.org
… In this paper, a novel crowdsourcing incentive mechanism for CS is proposed based on
an auction mechanism that … design for mobile phone sensing,” in Proc. 18th IEEE Int. Conf. …

Quality-aware incentive mechanism based on payoff maximization for mobile crowdsensing

Y Zhan, Y Xia, J Zhang - Ad Hoc Networks, 2018 - Elsevier
Mobile phone sensing is an emerging area of interest for researchers as smartphones are
… Instead, the service providers could crowdsource these sensing tasks to mobile users near …

Price learning-based incentive mechanism for mobile crowd sensing

Y Zhang, X Zhang - ACM Transactions on Sensor Networks (TOSN), 2021 - dl.acm.org
… the incentive mechanism design problem with three parties (ie, requesters, agents, and mobile
users) … Online incentive mechanism for mobile crowdsourcing based on two-tiered social …

Data quality guided incentive mechanism design for crowdsensing

D Peng, F Wu, G Chen - IEEE transactions on mobile …, 2017 - ieeexplore.ieee.org
sensing, data quality can be affected by the difficulty of sensing tasks, the characteristics of
mobile sensors, … researches targeting the incentive mechanism design for crowdsourcing and …