Toward integrated large-scale environmental monitoring using WSN/UAV/Crowdsensing: A review of applications, signal processing, and future perspectives

A Fascista - Sensors, 2022 - mdpi.com
Fighting Earth's degradation and safeguarding the environment are subjects of topical
interest and sources of hot debate in today's society. According to the United Nations, there …

Use of mobile crowdsensing in disaster management: A systematic review, challenges, and open issues

D Cicek, B Kantarci - Sensors, 2023 - mdpi.com
With the increasing efforts to utilize information and communication technologies (ICT) in
disaster management, the massive amount of heterogeneous data that is generated through …

Credit and quality intelligent learning based multi-armed bandit scheme for unknown worker selection in multimedia MCS

J Tang, F Han, K Fan, W Xie, P Yin, Z Qu, A Liu… - Information …, 2023 - Elsevier
The field of intelligent multimedia systems, which rely heavily on multimodal models trained
on large amounts of high-quality data, has been revolutionized by the use of deep learning …

Truth based three-tier Combinatorial Multi-Armed Bandit ecosystems for mobile crowdsensing

Y Peng, W Liu, A Liu, T Wang, H Song… - Expert Systems with …, 2024 - Elsevier
Abstract Many Multi-Armed Bandit (MAB) based workers selection schemes have been
proposed to select high-quality workers to enhance the quality of tasks. However, in Mobile …

A decentralized trust inference approach with intelligence to improve data collection quality for mobile crowd sensing

X Yang, Z Zeng, A Liu, NN Xiong, T Wang, S Zhang - Information Sciences, 2023 - Elsevier
Abstract Mobile Crowd Sensing (MCS) has been recognized as a promising param to
construct numerous applications by employing enormous workers to perceive and collect …

VLR-BPP: An intelligent virtual location replacement based bilateral privacy-preserving architecture for edge cloud systems

B Yang, A Liu, NN Xiong, T Wang, S Zhang - Future Generation Computer …, 2025 - Elsevier
Mobile Crowdsourcing (MCS) has emerged as a significant edge-cloud computing paradigm
in which workers perceive data at the network edge and report it to cloud-based computing …

RPPTD: robust privacy-preserving truth discovery scheme

J Chen, Y Liu, Y Xiang, K Sood - IEEE systems journal, 2021 - ieeexplore.ieee.org
Benefitingfrom the rapid development of communication technology and Internet of Things
(IoT) devices, crowdsensing is on the rise. Sensor data from IoT devices can be requested …

An intelligent and trust UAV-assisted code dissemination 5G system for industrial internet-of-things

J Liang, W Liu, NN Xiong, A Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A large number of devices with communication and sensing capabilities are connected to
the 5G network and facilitate distributed industrial Internet of Things (IIoT) applications …

A privacy-preserving and reputation-based truth discovery framework in mobile crowdsensing

Y Cheng, J Ma, Z Liu, Z Li, Y Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In mobile crowdsensing (MCS), truth discovery (TD) plays an important role in sensing task
completion. Most of the existing studies focus on the privacy preservation of mobile users …

Efficient Privacy-Preserving Truth Discovery and Copy Detection in Crowdsourcing

XS Fang, X Du, H Chen, Z Wei, Y Zhan… - Joint European Conference …, 2024 - Springer
Researchers continue to focus on privacy-preserving truth discovery and achieve certain
results with the increasingly popular trend of privacy protection. However, the common …