OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Sensor Networks is 4. 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 2021-02-01 to 2025-02-01.)

Article	Citations
SolarKey: Battery-free Key Generation Using Solar Cells	115
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	94
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	71
TimbreSense: Timbre Abnormality Detection for Bel Canto with Smart Devices	60
Graph Neural Networks in IoT: A Survey	59
Energy-collision-aware Minimum Latency Aggregation Scheduling for Energy-harvesting Sensor Networks	51
Privacy Protection in 5G Positioning and Location-based Services Based on SGX	40
Travel Time Prediction Method Based on Spatial-Feature-based Hierarchical Clustering and Deep Multi-input Gated Recurrent Unit	40
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	35
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	26
The Hunting-style Deployment of Underwater Sensor Networks	25
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	23
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	22
Network Lifetime Optimization in Multi-hop Industrial Cognitive Radio Sensor Networks	22
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	22
Cost-Efficient Deep Neural Network Placement in Edge Intelligence-Enabled Internet of Things	21
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	21
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	20
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	20
Scalable Privacy-preserving Geo-distance Evaluation for Precision Agriculture IoT Systems	18
Task Planning Considering Location Familiarity in Spatial Crowdsourcing	17
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	16
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	16
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	15
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	15

Enabling Surveillance Cameras to Navigate	15
AsTAR: Sustainable Energy Harvesting for the Internet of Things through Adaptive Task Scheduling	15
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	14
Adaptive Offloading of Transformer Inference for Weak Edge Devices with Masked Autoencoders	14
Hypergraph-based Truth Discovery for Sparse Data in Mobile Crowdsensing	14
Multimodal Optimization of Edge Server Placement Considering System Response Time	14
Robust Classification and 6D Pose Estimation by Sensor Dual Fusion of Image and Point Cloud Data	14
Introduction to the Special Section on Energy-efficient and Secure Computing for Artificial Intelligence and Beyond	14
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	14
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	14
InPhase: Phase-based Ranging and Localization	14
Taxonomy and Recent Advance of Game Theoretical Approaches in Adversarial Machine Learning: A Survey	14
Editorial from the Editor-in-Chief	13
An Anonymous Authenticated Group Key Agreement Scheme for Transfer Learning Edge Services Systems	13
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning	12
XNAS: A Regressive/Progressive NAS for Deep Learning	12
Scalable Estimator for Multi-task Gaussian Graphical Models Based in an IoT Network	12
Predicting the Impact of Disruptions to Urban Rail Transit Systems	12
A MEC Offloading Strategy Based on Improved DQN and Simulated Annealing for Internet of Behavior	12
A Robust Learning Framework for Smart Grids in Defense Against False-Data Injection Attacks	12
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	11
Energy-Aware Algorithm for Assignment of Relays in LP WAN	11
TG-SPRED: Temporal Graph for Sensorial Data PREDiction	11
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	11
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	11
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	11
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	11
Chipnet: Enabling Large-scale Backscatter Network with Processor-free Devices	11
VibHead: An Authentication Scheme for Smart Headsets through Vibration	10
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	10
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	10
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	10
A Contactless Authentication System Based on WiFi CSI	9
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	9
Privacy-preserving Data Aggregation against Malicious Data Mining Attack for IoT-enabled Smart Grid	9
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	9
A Double Auction for Charging Scheduling among Vehicles Using DAG-Blockchains	9
Obfuscating Ciphertext-Policy Attribute-Based Re-Encryption for Sensor Networks with Cloud Storage	8
Semi-supervised Intrusive Appliance Load Monitoring in Smart Energy Monitoring System	8
DAG Scheduling in Mobile Edge Computing	8
i-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR	8
Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID Systems	8
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	8
SecoInfer: Secure DNN End-Edge Collaborative Inference Framework Optimizing Privacy and Latency	7
Distributed Node Deployment Algorithms in Mobile Wireless Sensor Networks: Survey and Challenges	7
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	7
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	7
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	7
TrinitySLAM: On-board Real-time Event-image Fusion SLAM System for Drones	7
GraphSmart: A Method for Green and Accurate IoT Water Monitoring	7

Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	7
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	7
Analysis and Design of a MuSiC-Based Angle of Arrival Positioning System	6
Enabling Cross-technology Communication from LoRa to ZigBee via Payload Encoding in Sub-1 GHz Bands	6
A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing.	6
ClusterFL: A Clustering-based Federated Learning System for Human Activity Recognition	6
Real-time Cyber-Physical Security Solution Leveraging an Integrated Learning-Based Approach	6
Enabling Cross-technology Communication from LoRa to ZigBee in the 2.4 GHz Band	6
ID-Based Multireceiver Homomorphic Proxy Re-Encryption in Federated Learning	6
PaSTG: A Parallel Spatio-Temporal GCN Framework for Traffic Forecasting in Smart City	6
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks	6
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	6
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	6
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	6
Link Quality Estimation of Cross-Technology Communication: The Case with Physical-Level Emulation	5
Introduction to the Special Section on Internet of Behavior for Emerging Technologies	5
COFlood: Concurrent Opportunistic Flooding in Asynchronous Duty Cycle Networks	5
Key Extraction Using Ambient Sounds for Smart Devices	5
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	5
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	5
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	5
Cost Minimization of Digital Twin Placements in Mobile Edge Computing	5
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	5
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	5
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives	5
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks	5
Multi-sensor Data-driven Route Prediction in Instant Delivery with a 3-Conversion Network	5
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	5
A Trusted Paradigm of Data Management for Blockchain-Enabled Internet of Vehicles in Smart Cities	5
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	5
Evaluation of Low-cost Air Quality Sensor Calibration Models	4
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	4
ECRLoRa: LoRa Packet Recovery under Low SNR via Edge–Cloud Collaboration	4
Measurement-Based Optimization of Cell Selection in NB-IoT Networks	4
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	4
Breaking Cellular IoT with Forged Data-plane Signaling: Attacks and Countermeasure	4
LightGyro: A Batteryless Orientation Measuring Scheme Based on Light Reflection	4
E-TPE: E fficient T humbnail- P reserving E ncryption for Privacy Protection	4
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	4
PnA: Robust Aggregation Against Poisoning Attacks to Federated Learning for Edge Intelligence	4
Drone-Based Bug Detection in Orchards with Nets: A Novel Orienteering Approach	4
Privacy-Aware Offloading Strategy via Self-Supervised Feature Mapping in the End-Edge-Cloud System	4
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	4
Resilient Deployment of Smart Nodes for Improving Confident Information Coverage in 5G IoT	4
COVID-19 Diagnosis System Based on Chest X-ray Images Using Optimized Convolutional Neural Network	4
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	4
A Mobile-assisted Edge Computing Framework for Emerging IoT Applications	4
On the Inference of Original Graph Information from Graph Embeddings	4
Privacy-Preserving Three-Factor Authentication Protocol for Wireless Sensor Networks Deployed in Agricultural Field	4
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	4
Taming the Errors in Cross-Technology Communication: A Probabilistic Approach	4
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	4
Push the Limit of Millimeter-wave Radar Localization	4
On Node Localizability Identification in Barycentric Linear Localization	4
Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery	4
Sensing the Sensor: Estimating Camera Properties with Minimal Information	4
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	4