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 2021-06-01 to 2025-06-01.)

Article	Citations
Energy-collision-aware Minimum Latency Aggregation Scheduling for Energy-harvesting Sensor Networks	97
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	80
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	76
XNAS: A Regressive/Progressive NAS for Deep Learning	75
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	70
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	54
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	53
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	45
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	39
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	37
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	35
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	34
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	33
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	32
Minimizing Age of Event in Artificial Intelligence of Things	28
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	28
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	27
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	27
On Node Localizability Identification in Barycentric Linear Localization	27
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	26
Taming Irregular Cardiac Signals for Biometric Identification	25
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	25
On the Inference of Original Graph Information from Graph Embeddings	23
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	23
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	23

Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	21
Push the Limit of Millimeter-wave Radar Localization	20
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	20
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	19
Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery	19
Evaluation of Low-cost Air Quality Sensor Calibration Models	19
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	18
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	18
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	18
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
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	17
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	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
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	16
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	16
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	16
Queec: QoE-aware Edge Computing for IoT Devices under Dynamic Workloads	16
Using RF Signals to Generate Indoor Maps	16
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	16
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	15
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	15
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	14
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	14
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients	14
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	14
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	14
RGB LED for Communication, Harvesting and Sensing in IoT Applications	13
Guest Editorial: Special Issue on Computational Intelligence in the Internet of Things	13
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	13
Toward Device-free and User-independent Fall Detection Using Floor Vibration	13
TESS: multivariate sensor time series prediction for building sustainable smart cities	13
Jamming of LoRa PHY and Countermeasure	13
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	13
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	13
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	12
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	12
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	12
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	12
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	12
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	11
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	11
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	11
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	11
SateLoc: A Virtual Fingerprinting Approach to Outdoor LoRa Localization Using Satellite Images	11
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	11
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	11
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	11
Intelligent Networking for Energy Harvesting Powered IoT Systems	11

GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	11
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	11
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	11
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	10
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	10
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	10
The Hunting-style Deployment of Underwater Sensor Networks	9
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	9
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	9
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	9
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	9
Enabling Surveillance Cameras to Navigate	9
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	9
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	8
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	8
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	8
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	8
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	8
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	8
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	8
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	8
A Mobile-assisted Edge Computing Framework for Emerging IoT Applications	8
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	8
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	8
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	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
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	8
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	8
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	8
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	7
IMF ² O ² : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	7
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	7
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	7
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	7
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	7
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	7
VILL: Toward Efficient and Automatic Visual Landmark Labeling	7
Parallel Finite Field Algorithms for Communications and Sensor Networks	7
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	7