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 2021-08-01 to 2025-08-01.)

Article	Citations
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	93
XNAS: A Regressive/Progressive NAS for Deep Learning	79
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	78
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	71
Minimizing Age of Event in Artificial Intelligence of Things	63
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	53
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	45
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	43
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	42
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	39
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	38
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	36
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	35
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	35
Push the Limit of Millimeter-wave Radar Localization	32
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	28
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	27
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	26
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	26
On the Inference of Original Graph Information from Graph Embeddings	26
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	25
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	23
Taming Irregular Cardiac Signals for Biometric Identification	22
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	21
Evaluation of Low-cost Air Quality Sensor Calibration Models	21

Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	20
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	20
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	19
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	19
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	18
On Node Localizability Identification in Barycentric Linear Localization	18
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	18
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	18
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	18
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	17
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	17
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	17
S×C4IoT: A Security-by-contract Framework for Dynamic Evolving IoT Devices	16
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	16
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	15
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	15
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	15
Using RF Signals to Generate Indoor Maps	15
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	15
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	15
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	15
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	15
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
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	14
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	14
TESS: multivariate sensor time series prediction for building sustainable smart cities	14
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	13
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	13
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	13
RGB LED for Communication, Harvesting and Sensing in IoT Applications	13
Guest Editorial: Special Issue on Computational Intelligence in the Internet of Things	13
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	13
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	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
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	13
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	13
Jamming of LoRa PHY and Countermeasure	13
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	13
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	12
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	12
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	12
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	12
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	12
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	11
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	11
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	11
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	11
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	11

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