OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Sensor Networks is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-03-01 to 2025-03-01.)

Article	Citations
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	131
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	95
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	71
Scalable Privacy-preserving Geo-distance Evaluation for Precision Agriculture IoT Systems	65
AsTAR: Sustainable Energy Harvesting for the Internet of Things through Adaptive Task Scheduling	63
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	55
Adaptive Offloading of Transformer Inference for Weak Edge Devices with Masked Autoencoders	51
Taxonomy and Recent Advance of Game Theoretical Approaches in Adversarial Machine Learning: A Survey	46
Introduction to the Special Section on Energy-efficient and Secure Computing for Artificial Intelligence and Beyond	41
Editorial from the Editor-in-Chief	34
Predicting the Impact of Disruptions to Urban Rail Transit Systems	32
Minimizing Age of Event in Artificial Intelligence of Things	31
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	27
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	27
Semi-supervised Intrusive Appliance Load Monitoring in Smart Energy Monitoring System	27
Energy-collision-aware Minimum Latency Aggregation Scheduling for Energy-harvesting Sensor Networks	26
Multimodal Optimization of Edge Server Placement Considering System Response Time	24
A Contactless Authentication System Based on WiFi CSI	24
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	23
Energy-Aware Algorithm for Assignment of Relays in LP WAN	21
Chipnet: Enabling Large-scale Backscatter Network with Processor-free Devices	20
Travel Time Prediction Method Based on Spatial-Feature-based Hierarchical Clustering and Deep Multi-input Gated Recurrent Unit	19
Privacy Protection in 5G Positioning and Location-based Services Based on SGX	18
Network Lifetime Optimization in Multi-hop Industrial Cognitive Radio Sensor Networks	17
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning	17

XNAS: A Regressive/Progressive NAS for Deep Learning	17
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	17
Graph Neural Networks in IoT: A Survey	16
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	16
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	16
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	16
A Robust Learning Framework for Smart Grids in Defense Against False-Data Injection Attacks	15
The Hunting-style Deployment of Underwater Sensor Networks	15
Distributed Node Deployment Algorithms in Mobile Wireless Sensor Networks: Survey and Challenges	15
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	15
DAG Scheduling in Mobile Edge Computing	14
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	14
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	14
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	14
SolarKey: Battery-free Key Generation Using Solar Cells	14
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	14
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	14
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	14
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	14
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	13
VibHead: An Authentication Scheme for Smart Headsets through Vibration	13
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	13
An Anonymous Authenticated Group Key Agreement Scheme for Transfer Learning Edge Services Systems	12
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	12
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	12
i-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR	12
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	12
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	12
TG-SPRED: Temporal Graph for Sensorial Data PREDiction	11
Robust Classification and 6D Pose Estimation by Sensor Dual Fusion of Image and Point Cloud Data	11
Cost-Efficient Deep Neural Network Placement in Edge Intelligence-Enabled Internet of Things	11
Obfuscating Ciphertext-Policy Attribute-Based Re-Encryption for Sensor Networks with Cloud Storage	11
Hypergraph-based Truth Discovery for Sparse Data in Mobile Crowdsensing	11
A Double Auction for Charging Scheduling among Vehicles Using DAG-Blockchains	10
SecoInfer: Secure DNN End-Edge Collaborative Inference Framework Optimizing Privacy and Latency	10
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	10
TrinitySLAM: On-board Real-time Event-image Fusion SLAM System for Drones	10
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	10
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	10
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	9
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	9
GraphSmart: A Method for Green and Accurate IoT Water Monitoring	9
Task Planning Considering Location Familiarity in Spatial Crowdsourcing	9
TimbreSense: Timbre Abnormality Detection for Bel Canto with Smart Devices	9
InPhase: Phase-based Ranging and Localization	8
Privacy-preserving Data Aggregation against Malicious Data Mining Attack for IoT-enabled Smart Grid	8
Enabling Cross-technology Communication from LoRa to ZigBee in the 2.4 GHz Band	8
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	8
Scalable Estimator for Multi-task Gaussian Graphical Models Based in an IoT Network	8
Enabling Surveillance Cameras to Navigate	8

A MEC Offloading Strategy Based on Improved DQN and Simulated Annealing for Internet of Behavior	8
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	8
Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID Systems	8
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	7
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	7
PaSTG: A Parallel Spatio-Temporal GCN Framework for Traffic Forecasting in Smart City	7
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks	7
ClusterFL: A Clustering-based Federated Learning System for Human Activity Recognition	7
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives	7
A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing.	7
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	7
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	7
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	7
Analysis and Design of a MuSiC-Based Angle of Arrival Positioning System	6
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	6
ECRLoRa: LoRa Packet Recovery under Low SNR via Edge–Cloud Collaboration	6
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	6
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	6
E-TPE: E fficient T humbnail- P reserving E ncryption for Privacy Protection	6
Introduction to the Special Section on Internet of Behavior for Emerging Technologies	6
Availability-aware Provision of Service Function Chains in Mobile Edge Computing	6
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	6
A Trusted Paradigm of Data Management for Blockchain-Enabled Internet of Vehicles in Smart Cities	6
COFlood: Concurrent Opportunistic Flooding in Asynchronous Duty Cycle Networks	6
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	6
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks	6
LightGyro: A Batteryless Orientation Measuring Scheme Based on Light Reflection	6
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	5
Privacy-Aware Offloading Strategy via Self-Supervised Feature Mapping in the End-Edge-Cloud System	5
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	5
Cost Minimization of Digital Twin Placements in Mobile Edge Computing	5
Taming Irregular Cardiac Signals for Biometric Identification	5
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	5
Multi-sensor Data-driven Route Prediction in Instant Delivery with a 3-Conversion Network	5
Artificial Intelligence of Things: A Survey	5
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	5
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	5
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	5
Towards Distributed Flow Scheduling in IEEE 802.1Qbv Time-Sensitive Networks	5
Drone-Based Bug Detection in Orchards with Nets: A Novel Orienteering Approach	5
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	5
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	5