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 2021-12-01 to 2025-12-01.)

Article	Citations
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	117
XNAS: A Regressive/Progressive NAS for Deep Learning	96
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	83
Minimizing Age of Event in Artificial Intelligence of Things	78
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	73
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	55
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	53
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	52
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	49
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	46
Invisible Adversarial Stripes on Traffic Sign: Threat and Defense for Autonomous Vehicles	46
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	43
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	41
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	38
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	36
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	31
Evaluation of Low-cost Air Quality Sensor Calibration Models	30
On the Inference of Original Graph Information from Graph Embeddings	30
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	30
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	30
Push the Limit of Millimeter-wave Radar Localization	29
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	28
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	27
Taming Irregular Cardiac Signals for Biometric Identification	26
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	25

On Node Localizability Identification in Barycentric Linear Localization	24
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	24
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	23
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	23
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	23
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	21
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	20
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	20
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	20
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	19
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	18
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	18
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	18
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	18
Using RF Signals to Generate Indoor Maps	17
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	17
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	17
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	17
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	17
MI-Ra: Towards Motion-robust Myocardial Infarction Detection Using Deep Wireless Sensing	17
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	17
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	17
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	16
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	16
RGB LED for Communication, Harvesting and Sensing in IoT Applications	16
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	16
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	16
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	16
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	15
TESS: multivariate sensor time series prediction for building sustainable smart cities	15
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	15
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	15
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	14
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	14
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	14
Jamming of LoRa PHY and Countermeasure	14
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	14
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	13
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	13
Toward Device-free and User-independent Fall Detection Using Floor Vibration	13
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	13
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	13
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	13
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	12
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	12
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	12
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	12
Intelligent Networking for Energy Harvesting Powered IoT Systems	12
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	11
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	11

ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	11
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	11
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	11
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	11
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	11
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	11
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	11
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	11
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	10
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	10
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	10
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	10
The Hunting-style Deployment of Underwater Sensor Networks	10
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	10
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	9
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	9
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	9
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	9
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	9
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	9
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	9
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	9
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	9
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	9
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	9
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	9
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	9
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	9
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	9
Fast and Convergent Method for Large-Scale Sensor Network Localization With Anchor Uncertainty	9
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	8
FedUSL: A Federated Annotation Method for Driving Fatigue Detection based on Multimodal Sensing Data	8
Atrial Fibrillation Detection System via Acoustic Sensing for Mobile Phones	8
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	8
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	8
freeDoppler: A Doppler Effect Learning Network for Accurate RF-based Velocity Estimation	8
Parallel Finite Field Algorithms for Communications and Sensor Networks	8
IMF ² O ² : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	8
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	8
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	8
VILL: Toward Efficient and Automatic Visual Landmark Labeling	8