TY - GEN
T1 - TRIM
T2 - 21st Annual International Conference on Mobile Computing and Networking, MobiCom 2015
AU - Fan, Yue
AU - Sun, Hailong
AU - Liu, Xudong
PY - 2015/9/7
Y1 - 2015/9/7
N2 - Stimulating user participation is of paramount importance for mobile crowdsensing applications to obtain high-quality data. Although many incentive mechanisms have been designed, most of them ignore the dynamic arrivals and different sensing requirements of tasks. Thus, the existing mechanisms will fail when being applied to the realistic scenario where tasks are publicized dynamically and heterogeneous with different sensing requirements of locations, time durations and sensing times. In this work, we propose an auction-based truthful mechanism for realistic mobile crowdsensing. Through extensive simulations, we demonstrate that our mechanism can satisfy the desired properties of truthfulness, individual rationality, computational efficiency with both low social cost and low total payment.
AB - Stimulating user participation is of paramount importance for mobile crowdsensing applications to obtain high-quality data. Although many incentive mechanisms have been designed, most of them ignore the dynamic arrivals and different sensing requirements of tasks. Thus, the existing mechanisms will fail when being applied to the realistic scenario where tasks are publicized dynamically and heterogeneous with different sensing requirements of locations, time durations and sensing times. In this work, we propose an auction-based truthful mechanism for realistic mobile crowdsensing. Through extensive simulations, we demonstrate that our mechanism can satisfy the desired properties of truthfulness, individual rationality, computational efficiency with both low social cost and low total payment.
KW - Dynamic and heterogeneous tasks
KW - Mobile crowdsensing
KW - Truthful incentive mechanism
UR - https://www.scopus.com/pages/publications/84954227617
U2 - 10.1145/2789168.2795179
DO - 10.1145/2789168.2795179
M3 - 会议稿件
AN - SCOPUS:84954227617
T3 - Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM
SP - 272
EP - 274
BT - MobiCom 2015 - Proceedings of the 21st Annual International Conference on Mobile Computing and Networking
PB - Association for Computing Machinery
Y2 - 7 September 2015 through 11 September 2015
ER -