TY - GEN
T1 - Contract theory based incentive scheme for mobile crowd sensing networks
AU - Dai, Minghui
AU - Su, Zhou
AU - Wang, Yuntao
AU - Xu, Qichao
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/8/7
Y1 - 2018/8/7
N2 - Mobile crowd sensing networks (MCSNs) have emerged as a promising paradigm to provide various sensing services. With the increasing number of mobile users, how to develop an effective scheme to provide the high-quality and secure sensing data becomes a new challenge. In this paper, we propose a contract theory based scheme to provide sensing service in MCSNs. At first, with the analysis of the interaction experience between the crowd sensing platform and mobile user, a trust scheme is introduced to guarantee the quality of sensing data by considering the direct trust and indirect trust. Next, according to the transaction between crowd sensing platform and mobile user, an optimal contract based on incentive scheme is designed to stimulate mobile users to participate in crowd sensing network, where the contract item can not only maximize the platform utility, but also satisfy individual rationality and incentive compatibility. Finally, the numerical results show that the proposal outperforms the conventional schemes.
AB - Mobile crowd sensing networks (MCSNs) have emerged as a promising paradigm to provide various sensing services. With the increasing number of mobile users, how to develop an effective scheme to provide the high-quality and secure sensing data becomes a new challenge. In this paper, we propose a contract theory based scheme to provide sensing service in MCSNs. At first, with the analysis of the interaction experience between the crowd sensing platform and mobile user, a trust scheme is introduced to guarantee the quality of sensing data by considering the direct trust and indirect trust. Next, according to the transaction between crowd sensing platform and mobile user, an optimal contract based on incentive scheme is designed to stimulate mobile users to participate in crowd sensing network, where the contract item can not only maximize the platform utility, but also satisfy individual rationality and incentive compatibility. Finally, the numerical results show that the proposal outperforms the conventional schemes.
KW - Mobile crowd sensing
KW - optimal contract
KW - trust scheme
UR - https://www.scopus.com/pages/publications/85052388322
U2 - 10.1109/MoWNet.2018.8428903
DO - 10.1109/MoWNet.2018.8428903
M3 - 会议稿件
AN - SCOPUS:85052388322
SN - 9781538642481
T3 - 2018 International Conference on Selected Topics in Mobile and Wireless Networking, MoWNeT 2018
BT - 2018 International Conference on Selected Topics in Mobile and Wireless Networking, MoWNeT 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 International Conference on Selected Topics in Mobile and Wireless Networking, MoWNeT 2018
Y2 - 20 June 2018 through 22 June 2018
ER -