OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Sensor Networks is 10. 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 2022-06-01 to 2026-06-01.)

Article	Citations
XNAS: A Regressive/Progressive NAS for Deep Learning	160
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	108
Minimizing Age of Event in Artificial Intelligence of Things	108
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	90
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	71
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	68
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	59
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	58
Invisible Adversarial Stripes on Traffic Sign: Threat and Defense for Autonomous Vehicles	55
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	52
WiFi-Based Assessment of Scoliosis-Related Spinal Postures	49
Introduction to the Special Issue on Systems for Energy-Efficient Buildings, Cities, and Transportation	46
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	45
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	39
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	39
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	36
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	34
On the Inference of Original Graph Information from Graph Embeddings	32
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	32
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	31
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	31
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	30
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	30
Taming Irregular Cardiac Signals for Biometric Identification	29
Push the Limit of Millimeter-wave Radar Localization	29

Evaluation of Low-cost Air Quality Sensor Calibration Models	29
Retracted March 9, 2026: Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	27
On Node Localizability Identification in Barycentric Linear Localization	27
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	27
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	25
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	24
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	24
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	23
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	23
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	22
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	22
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	22
CSI-Based NTC Using Ambient WiFi: Channel Selection, Topology Control and Traffic Interference	22
MI-Ra: Towards Motion-robust Myocardial Infarction Detection Using Deep Wireless Sensing	22
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	21
Retracted March 9, 2026: AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	21
Retracted March 9, 2026: ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	21
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	21
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	20
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	20
Using RF Signals to Generate Indoor Maps	20
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	20
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	19
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	19
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	19
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	18
Jamming of LoRa PHY and Countermeasure	18
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	18
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	18
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	18
ModeConv: A Novel Convolution for Distinguishing Anomalous and Normal Structural Behavior	18
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	18
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	17
Retracted March 9, 2026: TESS: multivariate sensor time series prediction for building sustainable smart cities	17
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	17
Toward Device-free and User-independent Fall Detection Using Floor Vibration	17
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	17
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	16
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	16
SniffySquad: Patchiness-Aware Gas Source Localization with Multi-Robot Collaboration	16
RGB LED for Communication, Harvesting and Sensing in IoT Applications	16
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	16
Intelligent Networking for Energy Harvesting Powered IoT Systems	16
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	16
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	16
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	16
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	16
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	15
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	15
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	15

Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	15
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	15
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	15
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	14
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	14
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	14
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	14
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	14
The Hunting-style Deployment of Underwater Sensor Networks	13
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	13
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	13
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	13
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	13
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	13
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	12
MVSTA: Multi-View Spatio-Temporal Correlation Awareness Network for Traffic Data Imputation	12
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	12
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	12
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	12
Retracted March 9, 2026: ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	12
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	12
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	12
SpeedFi: Fine-grained Speed Estimation for Bodyweight Exercise with WiFi	12
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	12
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	11
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	11
Fast and Convergent Method for Large-Scale Sensor Network Localization With Anchor Uncertainty	11
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	11
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	11
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	11
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	11
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	11
freeDoppler: A Doppler Effect Learning Network for Accurate RF-based Velocity Estimation	11
Enhancing Building Energy Efficiency with a Modular AI-based Smart Lighting System	10
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	10
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	10
VILL: Toward Efficient and Automatic Visual Landmark Labeling	10
IMF ² O ² : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	10