OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Sensor Networks is 8. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	99
XNAS: A Regressive/Progressive NAS for Deep Learning	84
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	78
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	71
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	64
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	53
Minimizing Age of Event in Artificial Intelligence of Things	46
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	45
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	44
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	40
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	40
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	37
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	36
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	36
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	33
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	28
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	27
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	27
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	26
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	26
On Node Localizability Identification in Barycentric Linear Localization	25
Push the Limit of Millimeter-wave Radar Localization	25
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	23
On the Inference of Original Graph Information from Graph Embeddings	22
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	21

Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	20
Taming Irregular Cardiac Signals for Biometric Identification	19
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	19
S×C4IoT: A Security-by-contract Framework for Dynamic Evolving IoT Devices	18
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	18
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	18
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	18
Evaluation of Low-cost Air Quality Sensor Calibration Models	18
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	18
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	18
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	17
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	17
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	16
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients	16
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	16
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	16
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	16
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	16
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	15
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	15
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	15
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	15
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	15
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	15
Using RF Signals to Generate Indoor Maps	15
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	15
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	15
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	14
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	14
TESS: multivariate sensor time series prediction for building sustainable smart cities	14
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	14
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	14
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	14
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	14
RGB LED for Communication, Harvesting and Sensing in IoT Applications	14
Toward Device-free and User-independent Fall Detection Using Floor Vibration	14
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	13
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	13
Jamming of LoRa PHY and Countermeasure	13
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	13
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	13
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	12
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	12
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	12
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	12
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	12
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	12
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	11
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	11
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	11

Intelligent Networking for Energy Harvesting Powered IoT Systems	11
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	11
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	11
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	11
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	11
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	10
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	10
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	10
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	10
Enabling Surveillance Cameras to Navigate	10
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	10
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	10
The Hunting-style Deployment of Underwater Sensor Networks	10
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	9
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	9
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	9
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	9
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	9
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	9
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	9
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	9
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	9
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	8
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	8
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	8
VILL: Toward Efficient and Automatic Visual Landmark Labeling	8
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	8
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	8
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	8
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	8
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	8
IMF ² O ² : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	8
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	8
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	8