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 2021-05-01 to 2025-05-01.)

Article	Citations
Energy-collision-aware Minimum Latency Aggregation Scheduling for Energy-harvesting Sensor Networks	146
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	97
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	76
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	73
XNAS: A Regressive/Progressive NAS for Deep Learning	73
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	70
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	52
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	51
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	45
Minimizing Age of Event in Artificial Intelligence of Things	38
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	35
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	33
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	32
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	31
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	30
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	27
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	27
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	26
Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery	26
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	26
Push the Limit of Millimeter-wave Radar Localization	24
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	23
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	23
On Node Localizability Identification in Barycentric Linear Localization	23
Taming Irregular Cardiac Signals for Biometric Identification	21

Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	20
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	20
On the Inference of Original Graph Information from Graph Embeddings	18
Evaluation of Low-cost Air Quality Sensor Calibration Models	18
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	18
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	18
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	18
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	17
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	17
S×C4IoT: A Security-by-contract Framework for Dynamic Evolving IoT Devices	17
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	17
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	17
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	16
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	16
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	15
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	15
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	15
Queec: QoE-aware Edge Computing for IoT Devices under Dynamic Workloads	14
Using RF Signals to Generate Indoor Maps	14
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	14
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	14
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients	14
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	14
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	14
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	14
Guest Editorial: Special Issue on Computational Intelligence in the Internet of Things	13
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	13
Toward Device-free and User-independent Fall Detection Using Floor Vibration	13
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	13
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	13
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	13
TESS: multivariate sensor time series prediction for building sustainable smart cities	13
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	13
Jamming of LoRa PHY and Countermeasure	12
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	12
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	12
SateLoc: A Virtual Fingerprinting Approach to Outdoor LoRa Localization Using Satellite Images	12
RGB LED for Communication, Harvesting and Sensing in IoT Applications	12
Intelligent Networking for Energy Harvesting Powered IoT Systems	11
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	11
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	11
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	11
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	11
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	11
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	11
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	11
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	10
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	10
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	10
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	10

Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	10
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	10
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	10
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	10
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	9
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	9
The Hunting-style Deployment of Underwater Sensor Networks	9
Enabling Surveillance Cameras to Navigate	9
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	9
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	8
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	8
A Mobile-assisted Edge Computing Framework for Emerging IoT Applications	8
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	8
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	8
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	8
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	8
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	8
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	8
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	8
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	8
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	8
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	8
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	8
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	8
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	8
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	7
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	7
Parallel Finite Field Algorithms for Communications and Sensor Networks	7
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	7
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	7
VILL: Toward Efficient and Automatic Visual Landmark Labeling	7
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	7
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	7
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	7
IMF ² O ² : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	7