OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Sensor Networks is 9. 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 2022-01-01 to 2026-01-01.)

Article	Citations
XNAS: A Regressive/Progressive NAS for Deep Learning	125
Minimizing Age of Event in Artificial Intelligence of Things	100
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	84
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	81
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	73
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	57
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	55
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	53
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	51
Invisible Adversarial Stripes on Traffic Sign: Threat and Defense for Autonomous Vehicles	48
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	46
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	43
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	41
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	40
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	38
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	34
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	34
On the Inference of Original Graph Information from Graph Embeddings	33
Push the Limit of Millimeter-wave Radar Localization	30
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	30
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	30
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	30
On Node Localizability Identification in Barycentric Linear Localization	28
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	27
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	26

SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	25
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	24
Evaluation of Low-cost Air Quality Sensor Calibration Models	24
Taming Irregular Cardiac Signals for Biometric Identification	23
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	23
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	23
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	22
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	21
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	21
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	20
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	19
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	18
MI-Ra: Towards Motion-robust Myocardial Infarction Detection Using Deep Wireless Sensing	18
Using RF Signals to Generate Indoor Maps	18
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	18
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	18
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	18
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	18
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	17
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	17
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	17
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	17
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	17
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	17
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	17
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	17
TESS: multivariate sensor time series prediction for building sustainable smart cities	16
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	16
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	16
RGB LED for Communication, Harvesting and Sensing in IoT Applications	16
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	15
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	15
Toward Device-free and User-independent Fall Detection Using Floor Vibration	15
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	15
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	15
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	14
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	14
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	14
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	14
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	14
Jamming of LoRa PHY and Countermeasure	14
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	13
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	13
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	13
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	13
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	12
Intelligent Networking for Energy Harvesting Powered IoT Systems	12
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	12
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	12
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	12

Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	12
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	11
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	11
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	11
The Hunting-style Deployment of Underwater Sensor Networks	11
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	11
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	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	11
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	11
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	11
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	11
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	10
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	10
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	10
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	10
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	10
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	10
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	10
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	10
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	10
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	10
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	10
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	10
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	10
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	9
VILL: Toward Efficient and Automatic Visual Landmark Labeling	9
Atrial Fibrillation Detection System via Acoustic Sensing for Mobile Phones	9
Parallel Finite Field Algorithms for Communications and 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
Fast and Convergent Method for Large-Scale Sensor Network Localization With Anchor Uncertainty	9
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	9
IMF ² O ² : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	9
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	9
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	9
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	9
freeDoppler: A Doppler Effect Learning Network for Accurate RF-based Velocity Estimation	9