OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Sensor Networks is 7. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	111
XNAS: A Regressive/Progressive NAS for Deep Learning	92
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	83
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	74
Minimizing Age of Event in Artificial Intelligence of Things	73
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	53
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	51
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	47
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	46
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	44
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	42
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	42
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	40
Invisible Adversarial Stripes on Traffic Sign: Threat and Defense for Autonomous Vehicles	36
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	33
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	30
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	30
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	29
On the Inference of Original Graph Information from Graph Embeddings	29
Push the Limit of Millimeter-wave Radar Localization	27
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	27
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	27
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	25
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	25
Taming Irregular Cardiac Signals for Biometric Identification	24

Evaluation of Low-cost Air Quality Sensor Calibration Models	23
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	23
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	23
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	23
On Node Localizability Identification in Barycentric Linear Localization	21
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	20
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	20
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	19
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	18
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	18
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	17
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	17
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	17
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	17
MI-Ra: Towards Motion-robust Myocardial Infarction Detection Using Deep Wireless Sensing	17
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	17
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	17
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	16
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
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	16
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	16
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	16
Using RF Signals to Generate Indoor Maps	16
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	16
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	15
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	15
RGB LED for Communication, Harvesting and Sensing in IoT Applications	15
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	15
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	14
TESS: multivariate sensor time series prediction for building sustainable smart cities	14
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	14
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	14
Jamming of LoRa PHY and Countermeasure	14
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	14
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	13
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	13
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	13
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	13
Toward Device-free and User-independent Fall Detection Using Floor Vibration	13
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	12
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	12
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	12
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	12
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	12
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	11
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	11
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	11
Intelligent Networking for Energy Harvesting Powered IoT Systems	11
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	11

Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	11
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	11
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	10
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	10
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	10
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	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
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	10
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	10
The Hunting-style Deployment of Underwater Sensor Networks	10
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	9
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	9
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	9
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	9
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	9
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	9
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	9
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	9
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	9
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	9
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	9
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	8
IMF ² O ² : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	8
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	8
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	8
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	8
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	8
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	8
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	8
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	8
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	7
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	7
Parallel Finite Field Algorithms for Communications and Sensor Networks	7
Num2vec: Pre-Training Numeric Representations for Time Series Forecasting in the Sensing System	7
Online Schedule Randomization to Mitigate Timing Attacks in 5G Periodic URLLC Communications	7
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	7
VILL: Toward Efficient and Automatic Visual Landmark Labeling	7
FedUSL: A Federated Annotation Method for Driving Fatigue Detection based on Multimodal Sensing Data	7
Listen to Your Face: A Face Authentication Scheme Based on Acoustic Signals	7
Fast and Convergent Method for Large-Scale Sensor Network Localization With Anchor Uncertainty	7
freeDoppler : A Doppler Effect Learning Network for Accurate RF-based Velocity Estimation	7
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	7