An intelligent big data collection technology based on micro mobile data centers for crowdsensing vehicular sensor network

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Secure integration of IoT and Cloud Computing

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IoT Applications on Secure Smart Shopping System

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An AUV-Assisted Data Gathering Scheme Based on Clustering and Matrix Completion for Smart Ocean

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A Secure Mechanism for Big Data Collection in Large Scale Internet of Vehicle

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Design of a provably secure biometrics-based multi-cloud-server authentication scheme

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Enabling Verifiable and Dynamic Ranked Search over Outsourced Data

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Recover Corrupted Data in Sensor Networks: A Matrix Completion Solution

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Trust based energy efficient data collection with unmanned aerial vehicle in edge network

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Mobility Based Trust Evaluation for Heterogeneous Electric Vehicles Network in Smart Cities

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Privacy-Enhanced Data Collection Based on Deep Learning for Internet of Vehicles

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Social-Network-Assisted Worker Recruitment in Mobile Crowd Sensing

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Opportunistic communication in smart city: Experimental insight with small-scale taxi fleets as data carriers

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Intelligent route planning on large road networks with efficiency and privacy

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An improved smart card based authentication scheme for session initiation protocol

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Noise-Aware DVFS for Efficient Transitions on Battery-Powered IoT Devices

Zhuo, C., Luo, S., Gan, H., Hu, J., & Shi, Z. (2019) · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · doi:10.1109/tcad.2019.2917844 · Cited by 84 · see citing works

Low Cost and High Accuracy Data Gathering in WSNs with Matrix Completion

Xie, K., Wang, L., Wang, X., Xie, G., & Wen, J. (2017) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2017.2775230 · Cited by 83 · see citing works

Toward Big Data in Green City

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Data prediction model in wireless sensor networks based on bidirectional LSTM

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A high‐accurate content popularity prediction computational modeling for mobile edge computing using matrix completion technology

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Trust data collections via vehicles joint with unmanned aerial vehicles in the smart Internet of Things

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Objective-Variable Tour Planning for Mobile Data Collection in Partitioned Sensor Networks

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Named Data Networking for Software Defined Vehicular Networks

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A trust-based minimum cost and quality aware data collection scheme in P2P network

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Energy Balance-Based Steerable Arguments Coverage Method in WSNs

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Position based routing in crowd sensing vehicular networks

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Multitask Allocation to Heterogeneous Participants in Mobile Crowd Sensing

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Social-Aware Data Collection Scheme Through Opportunistic Communication in Vehicular Mobile Networks

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Allocating Heterogeneous Tasks in Participatory Sensing with Diverse Participant-Side Factors

Wang, J., Wang, F., Wang, Y., Zhang, D., Lim, B. Y., & Wang, L. (2018) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2018.2869387 · Cited by 43 · see citing works

Time-Efficient Target Tags Information Collection in Large-Scale RFID Systems

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Energy Efficient Mode Selection, Base Station Selection and Resource Allocation Algorithm in D2D Heterogeneous Networks

Kuang, Z., Li, G., Zhang, L., Zhou, H., Li, C., & Liu, A. (2020) · Peer-to-Peer Networking and Applications · doi:10.1007/s12083-020-00915-4 · Cited by 33 · see citing works

Vitruvius: An expert system for vehicle sensor tracking and managing application generation

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A provably secure biometrics and ECC‐based authentication and key agreement scheme for WSNs

Kumari, S., & Renuka, K. (2019) · International Journal of Communication Systems · doi:10.1002/dac.4194 · Cited by 28 · see citing works

Energy and Delay Optimization of Heterogeneous Multicore Wireless Multimedia Sensor Nodes by Adaptive Genetic‐Simulated Annealing Algorithm

Liu, X., Zhou, H., Xiang, J., Xiong, S., Hou, K. M., de Vaulx, C., Wang, H., Shen, T., & Wang, Q. (2018) · Wireless Communications and Mobile Computing · doi:10.1155/2018/7494829 · Cited by 12 · see citing works

Cyber-Physical-Social-Mediated Communication

Yu, Z., Guo, W., Zhang, D., Wang, L., & Guo, B. (2020) · IT Professional · doi:10.1109/mitp.2019.2940568 · Cited by 3 · see citing works

Edge Intelligence: Empowering Intelligence to the Edge of Network

Xu, D., Li, T., Li, Y., Su, X. J., Tarkoma, S., Jiang, T., Crowcroft, J., & Hui, P. (2021) · Proceedings of the IEEE · doi:10.1109/jproc.2021.3119950 · Cited by 281 · see citing works

Multiagent Deep Reinforcement Learning for Vehicular Computation Offloading in IoT

Zhu, X., Luo, Y., Liu, A., Bhuiyan, M. Z. A., & Zhang, S. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3040768 · Cited by 209 · see citing works

A Novel UAV-Enabled Data Collection Scheme for Intelligent Transportation System Through UAV Speed Control

Li, X., Tan, J., Liu, A., Vijayakumar, P., Kumar, N., & Alazab, M. (2020) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2020.3040557 · Cited by 184 · see citing works

An Intelligent Collaboration Trust Interconnections System for Mobile Information Control in Ubiquitous 5G Networks

Huang, S., Zeng, Z., Ota, K., Dong, M., Wang, T., & Xiong, N. N. (2020) · IEEE Transactions on Network Science and Engineering · doi:10.1109/tnse.2020.3038454 · Cited by 110 · see citing works

An UAV-Enabled Intelligent Connected Transportation System With 6G Communications for Internet of Vehicles

Liu, R., Liu, A., Qu, Z., & Xiong, N. N. (2021) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2021.3122567 · Cited by 108 · see citing works

ITCN: An Intelligent Trust Collaboration Network System in IoT

Guo, J., Liu, A., Ota, K., Dong, M., Deng, X., & Xiong, N. N. (2021) · IEEE Transactions on Network Science and Engineering · doi:10.1109/tnse.2021.3057881 · Cited by 94 · see citing works

Edge-Cloud Synergy for AI-Enhanced Sensor Network Data: A Real-Time Predictive Maintenance Framework

Sathupadi, K., Achar, S., Bhaskaran, S. V., Faruqui, N., Abdullah-Al-Wadud, M., & Uddin, J. (2024) · Sensors · doi:10.3390/s24247918 · Cited by 89 · see citing works

An Intelligent Game-Based Offloading Scheme for Maximizing Benefits of IoT-Edge-Cloud Ecosystems

Yu, M., Liu, A., Xiong, N. N., & Wang, T. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3039828 · Cited by 81 · see citing works

A privacy-protected intelligent crowdsourcing application of IoT based on the reinforcement learning

Ren, Y., Liu, W., Liu, A., Wang, T., & Li, A. (2021) · Future Generation Computer Systems · doi:10.1016/j.future.2021.09.003 · Cited by 69 · see citing works

Result return aware offloading scheme in vehicular edge networks for IoT

Huang, W. H., Ota, K., Dong, M., Wang, T., Zhang, S., & Zhang, J. (2020) · Computer Communications · doi:10.1016/j.comcom.2020.10.019 · Cited by 48 · see citing works

A low-cost physical location discovery scheme for large-scale Internet of Things in smart city through joint use of vehicles and UAVs

Teng, H., Dong, M., Liu, Y., Wang, T., & Liu, X. (2021) · Future Generation Computer Systems · doi:10.1016/j.future.2021.01.032 · Cited by 45 · see citing works

Trust based task offloading scheme in UAV-enhanced edge computing network

Ouyang, Y., Liu, W., Yang, Q., Mao, X., & Li, F. (2021) · Peer-to-Peer Networking and Applications · doi:10.1007/s12083-021-01137-y · Cited by 44 · see citing works

An Enhanced Extreme Learning Machine for Dissolved Oxygen Prediction in Wireless Sensor Networks

Kuang, L., Shi, P., Hua, C., Chen, B., & Zhu, H. (2020) · IEEE Access · doi:10.1109/access.2020.3033455 · Cited by 39 · see citing works

Computation offloading through mobile vehicles in IoT-edge-cloud network

Long, J., Luo, Y., Zhu, X., Luo, E., & Huang, M. (2020) · EURASIP Journal on Wireless Communications and Networking · doi:10.1186/s13638-020-01848-5 · Cited by 29 · see citing works

HS-DCell: A Highly Scalable DCell-Based Server-Centric Topology for Data Center Networks

Wang, G., Zhang, Y., Yu, J., Ma, M., Hu, C., Fan, J., & Zhang, L. (2024) · IEEE/ACM Transactions on Networking · doi:10.1109/tnet.2024.3398628 · Cited by 28 · see citing works

Energy-aware MAC protocol for data differentiated services in sensor-cloud computing

Liu, S., Huang, G., Gui, J., Wang, T., & Li, X. (2020) · Journal of Cloud Computing Advances Systems and Applications · doi:10.1186/s13677-020-00196-5 · Cited by 28 · see citing works

A verifiable trust evaluation mechanism for ultra-reliable applications in 5G and beyond networks

Ouyang, Y., Zeng, Z., Li, X., Wang, T., & Liu, X. (2021) · Computer Standards & Interfaces · doi:10.1016/j.csi.2021.103519 · Cited by 26 · see citing works

Crowdsourcing Public Engagement for Urban Planning in the Global South: Methods, Challenges and Suggestions for Future Research

Diop, E. B., Chenal, J., Tekouabou, S. C. K., & Azmi, R. (2022) · Sustainability · doi:10.3390/su141811461 · Cited by 26 · see citing works

An Integral Data Gathering Framework for Supervisory Control and Data Acquisition Systems in Green IoT

Xiang, X., Gui, J., & Xiong, N. N. (2021) · IEEE Transactions on Green Communications and Networking · doi:10.1109/tgcn.2021.3068257 · Cited by 22 · see citing works

Cost-Effective Active Sparse Urban Sensing: Adversarial Autoencoder Approach

Zhu, K., Zhang, A., & Niyato, D. T. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3060815 · Cited by 17 · see citing works

An intelligent charging scheme maximizing the utility for rechargeable network in smart city

Ren, Y., Liu, A., Mao, X., & Li, F. (2021) · Pervasive and Mobile Computing · doi:10.1016/j.pmcj.2021.101457 · Cited by 17 · see citing works

Fast Multicast With Adjusting Transmission Power and Active Slots in Software Define IoT

Li, A., Liu, W., Zhang, S., & Xie, M. (2020) · IEEE Access · doi:10.1109/access.2020.3043762 · Cited by 14 · see citing works

Delay-Oriented Probabilistic Edge Caching Strategy in a Device-to-Device-Enabled IoT System

Gao, X., Qian, Z., & Wang, X. (2023) · IEEE Sensors Journal · doi:10.1109/jsen.2023.3305014 · Cited by 14 · see citing works

A Federated Framework for Fine-Grained Cloud Access Control for Intelligent Big Data Analytic by Service Providers

Ra, G.-J., Kim, D., Seo, D., & Lee, I.-Y. (2021) · IEEE Access · doi:10.1109/access.2021.3067958 · Cited by 12 · see citing works

Energy efficient routing and secured data transmission in the IoV: Improved deep learning model for energy prediction

Umale, B. R., & More, N. N. (2024) · Multimedia Tools and Applications · doi:10.1007/s11042-024-18172-5 · Cited by 11 · see citing works

PA-WuRES: A green pre-awake routing protocol for wake-up radio enable sensor networks

Zeng, Z., He, B., Liu, A., Zhang, S., & Xiong, N. N. (2023) · Alexandria Engineering Journal · doi:10.1016/j.aej.2023.01.018 · Cited by 11 · see citing works

Early Wake-Up Ahead Node for Fast Code Dissemination in Wireless Sensor Networks

Deng, Q., Ouyang, Y., Tian, S., Ran, R., Gui, J., & Sekiya, H. (2021) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2021.3066216 · Cited by 10 · see citing works

A Class of Differential Data Processing-Based Data Gathering Schemes in Internet of Things

Zhang, R., Zhang, S., Wang, T., & Xiong, N. N. (2021) · IEEE Transactions on Network Science and Engineering · doi:10.1109/tnse.2021.3104220 · Cited by 10 · see citing works

Integrated development of the industrial chain and innovation chain of high-tech manufacturing industry based on the Internet of Things

Xie, Z., Bu, W., Feng, H., & Wang, Y. (2024) · Alexandria Engineering Journal · doi:10.1016/j.aej.2024.09.052 · Cited by 9 · see citing works

River Basin Cyberinfrastructure in the Big Data Era: An Integrated Observational Data Control System in the Heihe River Basin

Guo, J., Zhang, M., Shang, Q., Liu, F., Wu, A., & Li, X. (2021) · Sensors · doi:10.3390/s21165429 · Cited by 9 · see citing works

Research on Data Sharing Architecture for Ecological Monitoring Using Iot Streaming Data

Wu, A., Guo, J., & Peng-fei, Y. (2020) · IEEE Access · doi:10.1109/access.2020.3034466 · Cited by 8 · see citing works

Compressed Data Collection Method for Wireless Sensor Networks Based on Optimized Dictionary Updating Learning

Chen, J., Zhou, F., Guo, Z., & Wan, J. (2020) · IEEE Access · doi:10.1109/access.2020.3037123 · Cited by 7 · see citing works

Secure and Reliable ML-based Disease Detection for a Medical Wireless Body Sensor Networks

Mohamed, M. B., Meddeb-Makhlouf, A., Fakhfakh, A., & Kanoun, O. (2022) · International Journal of Biology and Biomedical Engineering · doi:10.46300/91011.2022.16.26 · Cited by 7 · see citing works

Performance Analysis of IoT networks with Mobile Data Collectors

Ma, Y., Sun, H., Li, S., Wang, X., & Quek, T. Q. S. (2021) · IEEE Wireless Communications and Networking Conference · doi:10.1109/wcnc49053.2021.9417268 · Cited by 7 · see citing works

Privacy-preserving multidimensional big data analytics models, methods and techniques: A comprehensive survey

Cuzzocrea, A., & Soufargi, S. (2025) · Expert Systems with Applications · doi:10.1016/j.eswa.2025.126387 · Cited by 6 · see citing works

A secure data collection strategy using mobile vehicles joint UAVs in smart city

Deng, Q., Huang, S., Li, Z., Guo, B., Xiang, L., & Ran, R. (2021) · Computer Networks · doi:10.1016/j.comnet.2021.108440 · Cited by 6 · see citing works

Edge Controller-Assisted SDN Architecture for Internet of Things

Das, R. K., Ahmed, N., Maji, A. K., & Saha, G. K. (2023) · IEEE Sensors Journal · doi:10.1109/jsen.2023.3317841 · Cited by 6 · see citing works

Energy-efficient sensory data gathering in IoT networks with mobile edge computing

Ren, D., Li, X., & Zhou, Z. (2021) · Peer-to-Peer Networking and Applications · doi:10.1007/s12083-021-01154-x · Cited by 6 · see citing works

MDC Enhanced IoT Networks: Network Modeling and Performance Analysis

Sun, H., Ma, Y., Quek, T. Q. S., Wang, X., Guo, K., & Zhang, H. (2022) · IEEE Transactions on Green Communications and Networking · doi:10.1109/tgcn.2022.3222853 · Cited by 5 · see citing works

Comparison between UAV IoT solutions with and without satellite backhaul link

Moheddine, A., Patrone, F., & Marchese, M. (2022) · IEEE Aerospace Conference (AERO) · doi:10.1109/aero53065.2022.9843367 · Cited by 4 · see citing works

Mec2: Mobile Edge Computing enabled Caching Framework for Internet of Vehicles

Zhang, G., Liu, J., & Chang, X. (2021) · International Conference on Big Data Computing and Communications (BigCom) · doi:10.1109/bigcom53800.2021.00039 · Cited by 3 · see citing works

Intelligent Identification over Power Big Data: Opportunities, Solutions, and Challenges

Luo, L., Li, X., Yang, K., Wei, M., Chen, J., Yang, J., & Yao, L. (2022) · Computer Modeling in Engineering & Sciences · doi:10.32604/cmes.2022.021198 · Cited by 4 · see citing works

Football Action Recognition Based on Explainable Artificial Intelligence Assisted by Uncrewed Aerial Vehicles

Feng, C., & Wang, L. (2025) · IEEE Transactions on Consumer Electronics · doi:10.1109/tce.2025.3571434 · Cited by 2 · see citing works

Online Trajectory Estimation Based on a Network-Wide Cellular Fingerprint Map

Chen, L., Lu, Y., He, Z., & Chen, Y. (2022) · Sensors · doi:10.3390/s22041605 · Cited by 2 · see citing works

Team Recruitment of Collaborative Crowdsensing: A Graph-Based Approach

Liu, H., Li, X., Zhang, C., Chen, X., & Tai, W. (2024) · IEEE Access · doi:10.1109/access.2024.3406519 · Cited by 1 · see citing works

From Empowerment to Vulnerability: The Computation–Energy Paradox of AI-Enabled Power-Transport Systems

Chenxuan, Z., Fan, P., Bu, S., & Wen, Y. (2026) · AI · doi:10.3390/ai7080324 · Cited by 1 · see citing works

Active crowd sensing

Yu, Z., Wang, J., & Espada, J. P. (2021) · Personal and Ubiquitous Computing · doi:10.1007/s00779-021-01564-x · Cited by 1 · see citing works

The Construction of University Teaching Evaluation System Based on Big Data under the Concept of Blockchain

Chong, W., Liu, H., Zhang, X., Wang, Z., He, P., Wang, Y., Li, S., Tong, Y., Zhang, J., & Cao, L. (2023) · Advances in Educational Technology and Psychology · doi:10.23977/aetp.2023.070907 · Cited by 1 · see citing works

A trustworthy data collection approach from sensor nodes using trust score of mobile vehicles for smart city

Kumar, S., Tyagi, A., Agarwal, K., Kumari, S., & Chen, C. (2024) · Security and Privacy · doi:10.1002/spy2.382 · Cited by 1 · see citing works

Development model based on visual image big data applied to art management

Ju, J., Ma, Y., Gong, T., & Er, Z. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e37478 · Cited by 1 · see citing works

A redundant sensing device schedule method under event monitoring coverage constraints for edge computingPreprint

Chen, X., Long, J., & Zhang, J. (2022) · Research Square · doi:10.21203/rs.3.rs-1487913/v1

Clustered mobile data collection in WSNs: an energy-delay trade-off

Senturk, I. F. (2021) · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · doi:10.3906/elk-2104-25

Big Data Framework for Monitoring Real-Time Vehicular Traffic Flow

Sultan, N. A., & Qasha, R. P. (2023) · International Conference on Engineering, Science and Advanced Technology (ICESAT) · doi:10.1109/icesat58213.2023.10347303

Secured fog-based vehicular crowd-sensing protocol by Modified Attribute based Encryption Model

Umale, B. R., & Sharma, P. (2024) · Intelligent Decision Technologies · doi:10.3233/idt-240439

Electronic Waste Security and Privacy Protection Strategy Integrating by Blockchain and Internet of Things

Wang, H., & Zhang, X. (2025) · IEEE Internet of Things Magazine · doi:10.1109/iotm.001.2400188

Integrated Simulation of Federated Learning for Large Scale Intelligent Transportation Systems

Tangirala, N. T., Sommer, C., & Knoll, A. (2025) · IEEE Vehicular Networking Conference (VNC) · doi:10.1109/vnc64509.2025.11054085

Big Data Privacy in Multidimensional Domains: Models, Issues, Paradigms

Cuzzocrea, A. (2025) · IEEE Annual International Computer Software and Applications Conference (COMPSAC) · doi:10.1109/compsac65507.2025.00030

Optimized Federated Learning and Blockchain‐Based Crowd Sensing for Secure 5G Vehicular Networks

Sona, D. R., Moses, M. L., Raja, M. R., & Perarasi, T. (2025) · International Journal of Communication Systems · doi:10.1002/dac.70212

A Combined K-Nearest Neighbors and Gaussian Process Algorithm for Radio Map Construction and Sensor Deployment

Zhen, P., Pan, K., Zhang, B., Hu, J., & Guo, D. (2026) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2026.3675683

A Selective Data Upload Approach for Enhancing Spatial Coverage in Vehicular Crowdsensing Systems

Huo, J., Yao, G., Wang, L., Lu, Z., & Zheng, J. (2025) · IEEE International Conference on Computer and Communications (ICCC) · doi:10.1109/iccc68654.2025.11437675

A Multiagent Reinforcement Learning-Based Offloading and Resource Allocation for Vehicle Edge Computing

Yang, H., Yang, X., Yang, J., Li, R. K., Ma, N., & Xiao, P. (2026) · IEEE Internet of Things Journal · doi:10.1109/jiot.2026.3695417

Research on Integrated Control Technology and Intelligent Algorithm for Multi-Source Data Fusion

Feng, S., & Surin, E. F. (2026) · Lecture notes in electrical engineering · doi:10.1007/978-981-95-6055-4_42

Efficient data collection in multimedia vehicular sensing platforms

Bruno, R., & Nurchis, M. (2014) · Pervasive and Mobile Computing · doi:10.1016/j.pmcj.2014.05.003 · Cited by 8 · see citing works

DDSV: Optimizing Delay and Delivery Ratio for Multimedia Big Data Collection in Mobile Sensing Vehicles

Li, T., Tian, S., Liu, A., Liu, H., & Pei, T. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2847243 · Cited by 41 · see citing works

Destination-Oriented Data Collection and Uploading for Mobile Crowdsensing With Multiagent Deep Reinforcement Learning

Xu, C., & Song, W. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2023.3313266 · Cited by 6 · see citing works

A Deep Learning-Based Mobile Crowdsensing Scheme by Predicting Vehicle Mobility

Zhu, X., Luo, Y., Liu, A., Tang, W., & Bhuiyan, M. Z. A. (2020) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2020.3023446 · Cited by 128 · see citing works

A Cost-Efficient Framework for Crowdsourced Data Collection in Vehicular Networks

Yin, B., & Lu, J. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3065716 · Cited by 15 · see citing works