A survey on trajectory data mining: Techniques and applications

Z Feng, Y Zhu - IEEE Access, 2016 - ieeexplore.ieee.org
Rapid advance of location acquisition technologies boosts the generation of trajectory data,
which track the traces of moving objects. A trajectory is typically represented by a sequence …

Data-oriented mobile crowdsensing: A comprehensive survey

Y Liu, L Kong, G Chen - IEEE communications surveys & …, 2019 - ieeexplore.ieee.org
Mobile devices equipped with rich sensors, such as smartphones, watches, or vehicles,
have been pervasively used all around the world. Their high penetration and powerful …

Vector-indistinguishability: location dependency based privacy protection for successive location data

Y Zhao, J Chen - IEEE Transactions on Computers, 2023 - ieeexplore.ieee.org
With the wide use of GPS enabled devices and Location-Based Services, location privacy
has become an increasingly worrying challenge to our community. Existing approaches …

Multi-task allocation in mobile crowd sensing with individual task quality assurance

J Wang, Y Wang, D Zhang, F Wang… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Task allocation is a fundamental research issue in mobile crowd sensing. While earlier
research focused mainly on single tasks, recent studies have started to investigate multi-task …

Mobile crowd sensing–taxonomy, applications, challenges, and solutions

DE Boubiche, M Imran, A Maqsood… - Computers in Human …, 2019 - Elsevier
Recently, mobile crowd sensing (MCS) is captivating growing attention because of their
suitability for enormous range of new types of context-aware applications and services. This …

BPTM: Blockchain-based privacy-preserving task matching in crowdsourcing

Y Wu, S Tang, B Zhao, Z Peng - IEEE access, 2019 - ieeexplore.ieee.org
Task matching in crowdsourcing is designed to provide convenient task information retrieval
and has been extensively explored. In general, the task matching process is required to be …

BlockSense: Towards trustworthy mobile crowdsensing via proof-of-data blockchain

J Huang, L Kong, L Cheng, HN Dai… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Mobile crowdsensing (MCS) can promote data acquisition and sharing among mobile
devices. Traditional MCS platforms are based on a triangular structure consisting of three …

A survey on compressed sensing in vehicular infotainment systems

J Guo, B Song, Y He, FR Yu… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Vehicular infotainment systems have attracted great interests from both academia and
industry. A vehicular infotainment system includes two parts: 1) the information part and 2) …

Secure wireless communications based on compressive sensing: A survey

Y Zhang, Y Xiang, LY Zhang, Y Rong… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Compressive sensing (CS) has become a popular signal processing technique and has
extensive applications in numerous fields such as wireless communications, image …

A truthful online mechanism for location-aware tasks in mobile crowd sensing

R Zhou, Z Li, C Wu - IEEE Transactions on Mobile Computing, 2017 - ieeexplore.ieee.org
Effective incentive mechanisms are invaluable in mobile crowd sensing, for stimulating
participation of smartphone users. Online auction mechanisms represent a natural solution …