Nondeterministic Mobility based Incentive Mechanism for Efficient Data Collection in Crowdsensing
- Resource Type
- Conference
- Authors
- Zhang, Guoying; Hou, Fen; Gao, Lin; Yang, Guanghua; Cai, Lin X.
- Source
- 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall) Vehicular Technology Conference (VTC2020-Fall), 2020 IEEE 92nd. :1-5 Nov, 2020
- Subject
- Aerospace
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineering Profession
Fields, Waves and Electromagnetics
Photonics and Electrooptics
Power, Energy and Industry Applications
Signal Processing and Analysis
Transportation
Vehicular and wireless technologies
Simulation
Data collection
Probability distribution
Sensors
Task analysis
Optimization
Incentive mechanism
crowdsensing
nondeterministic mobility
- Language
- ISSN
- 2577-2465
In this paper, we consider the nondeterministic mobility of mobile users, where the platform only has the probability distribution about users’ mobility. We design an effective mechanism to achieve high quality data collection with the objective of maximizing the expected social welfare. Simulation results show the better performance of the proposed mechanism compared with four counterparts. In addition, the proposed mechanism also satisfies truthfulness and individual rationality.