OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Sensor Networks is 11. 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 2022-08-01 to 2026-08-01.)

Article	Citations
XNAS: A Regressive/Progressive NAS for Deep Learning	173
Minimizing Age of Event in Artificial Intelligence of Things	118
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	113
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	96
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	71
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	69
Invisible Adversarial Stripes on Traffic Sign: Threat and Defense for Autonomous Vehicles	68
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	64
WiFi-Based Assessment of Scoliosis-Related Spinal Postures	58
Introduction to the Special Issue on Systems for Energy-Efficient Buildings, Cities, and Transportation	56
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	54
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	47
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	46
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	46
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	41
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	39
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	38
On the Inference of Original Graph Information from Graph Embeddings	37
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	35
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	34
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	33
Taming Irregular Cardiac Signals for Biometric Identification	33
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	32
On Node Localizability Identification in Barycentric Linear Localization	32
MET: Electric Toothbrushing Activity Recognition Based on Magneto-Inductive Sensing	31

GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	29
Retracted March 9, 2026: Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	28
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	27
Push the Limit of Millimeter-wave Radar Localization	27
Evaluation of Low-cost Air Quality Sensor Calibration Models	26
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	26
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	26
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	26
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	26
Retracted March 9, 2026: AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	25
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	25
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	24
CSI-Based NTC Using Ambient WiFi: Channel Selection, Topology Control and Traffic Interference	24
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	23
Retracted March 9, 2026: ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	23
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	23
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	23
MI-Ra: Towards Motion-robust Myocardial Infarction Detection Using Deep Wireless Sensing	22
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	22
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	22
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	22
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	22
ModeConv: A Novel Convolution for Distinguishing Anomalous and Normal Structural Behavior	21
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	21
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	21
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	21
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	21
Using RF Signals to Generate Indoor Maps	20
RGB LED for Communication, Harvesting and Sensing in IoT Applications	19
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	19
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	19
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	19
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	19
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	19
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	18
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	18
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	18
Retracted March 9, 2026: TESS: multivariate sensor time series prediction for building sustainable smart cities	18
Toward Device-free and User-independent Fall Detection Using Floor Vibration	18
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	18
Jamming of LoRa PHY and Countermeasure	17
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	17
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	17
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	17
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	17
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	17
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	17
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	17
Intelligent Networking for Energy Harvesting Powered IoT Systems	17
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	16

SniffySquad: Patchiness-Aware Gas Source Localization with Multi-Robot Collaboration	16
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	16
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	16
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	16
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	16
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	15
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	15
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	15
The Hunting-style Deployment of Underwater Sensor Networks	15
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	15
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	15
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	15
Fairness Optimization of Data Collection Volume for STAR-RIS-Assisted UAV-Enabled IoT	14
Retracted March 9, 2026: ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	14
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	14
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	14
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	14
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	13
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	13
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	13
SpeedFi: Fine-grained Speed Estimation for Bodyweight Exercise with WiFi	13
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	13
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	13
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	13
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	12
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	12
MVSTA: Multi-View Spatio-Temporal Correlation Awareness Network for Traffic Data Imputation	12
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	12
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	12
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	12
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	11
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	11
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	11
Atrial Fibrillation Detection System via Acoustic Sensing for Mobile Phones	11
Fast and Convergent Method for Large-Scale Sensor Network Localization With Anchor Uncertainty	11
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	11
Enhancing Building Energy Efficiency with a Modular AI-based Smart Lighting System	11
freeDoppler: A Doppler Effect Learning Network for Accurate RF-based Velocity Estimation	11
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	11
IMF ² O ² : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	11
VILL: Toward Efficient and Automatic Visual Landmark Labeling	11