ACM Transactions on Sensor Networks

Article	Citations
XNAS: A Regressive/Progressive NAS for Deep Learning	155
Minimizing Age of Event in Artificial Intelligence of Things	109
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	104
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	89
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	67
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	66
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	59
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	55
Invisible Adversarial Stripes on Traffic Sign: Threat and Defense for Autonomous Vehicles	49
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	49
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	49
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	46
WiFi-Based Assessment of Scoliosis-Related Spinal Postures	45
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	39
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	38
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	36
Introduction to the Special Issue on Systems for Energy-Efficient Buildings, Cities, and Transportation	34
On the Inference of Original Graph Information from Graph Embeddings	32
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	31
Retracted March 9, 2026: Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	30
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	30
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	30
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	29
Evaluation of Low-cost Air Quality Sensor Calibration Models	29
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	27

Taming Irregular Cardiac Signals for Biometric Identification	27
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	27
On Node Localizability Identification in Barycentric Linear Localization	26
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	26
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	25
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	24
Push the Limit of Millimeter-wave Radar Localization	23
MI-Ra: Towards Motion-robust Myocardial Infarction Detection Using Deep Wireless Sensing	22
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	22
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	22
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	21
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	21
Retracted March 9, 2026: ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	21
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	21
CSI-Based NTC Using Ambient WiFi: Channel Selection, Topology Control and Traffic Interference	21
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	20
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	20
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	20
Using RF Signals to Generate Indoor Maps	20
Retracted March 9, 2026: AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	20
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	20
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	19
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	19
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	18
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	18
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	18
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	18
Jamming of LoRa PHY and Countermeasure	17
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	17
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	17
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	17
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	16
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	16
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	16
Retracted March 9, 2026: TESS: multivariate sensor time series prediction for building sustainable smart cities	16
Toward Device-free and User-independent Fall Detection Using Floor Vibration	16
RGB LED for Communication, Harvesting and Sensing in IoT Applications	16
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	16
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	16
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	16
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	15
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	15
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	15
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	15
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	15
Intelligent Networking for Energy Harvesting Powered IoT Systems	15
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	15
SniffySquad: Patchiness-Aware Gas Source Localization with Multi-Robot Collaboration	15
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	15
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	15

Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	14
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	14
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	14
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	14
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	14
The Hunting-style Deployment of Underwater Sensor Networks	13
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	13
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	13
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	13
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	13
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	13
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	13
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	12
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	12
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	12
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	12
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	12
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	12
Retracted March 9, 2026: ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	12
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	12
MVSTA: Multi-View Spatio-Temporal Correlation Awareness Network for Traffic Data Imputation	12
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	12
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	11
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	11
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	11
SpeedFi: Fine-grained Speed Estimation for Bodyweight Exercise with WiFi	11
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	11
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	11
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	10
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	10
VILL: Toward Efficient and Automatic Visual Landmark Labeling	10
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	10
Fast and Convergent Method for Large-Scale Sensor Network Localization With Anchor Uncertainty	10
IMF 2 O 2 : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	10
freeDoppler: A Doppler Effect Learning Network for Accurate RF-based Velocity Estimation	10
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	10
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	9
Enhancing Building Energy Efficiency with a Modular AI-based Smart Lighting System	9
D-Trace: Diffusion-Based Fingerprinting for Indoor Tracking in Single-Gateway LoRa Networks	9
Retracted March 9, 2026: Parallel Finite Field Algorithms for Communications and Sensor Networks	9
Atrial Fibrillation Detection System via Acoustic Sensing for Mobile Phones	9
Online Schedule Randomization to Mitigate Timing Attacks in 5G Periodic URLLC Communications	9
Taking Wireless Underground: A Comprehensive Summary	9
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	9
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	9
Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number	9
Listen to Your Face: A Face Authentication Scheme Based on Acoustic Signals	9
Num2vec: Pre-Training Numeric Representations for Time Series Forecasting in the Sensing System	8
TFSemantic: A Time–Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals	8
FedUSL: A Federated Annotation Method for Driving Fatigue Detection based on Multimodal Sensing Data	8
Editorial: Special Issue on Cyber-Physical Security and Zero Trust	8
SNAKE: Harnessing Human Touch for Produce Quality Estimation to Foster Sustainable Retail Practices	8
Holistic Energy Awareness and Robustness for Intelligent Drones	8
Optimal Preemption Policy for Age of Information Minimization with Random Arrival and Known Packet Length	8
FMMEHO Based Workflow Scheduling in Virtualized Cloud Environment for Smart Irrigation System	8
Optimal Charging Oriented Sensor Placement and Flexible Scheduling in Rechargeable WSNs	8
DRL-Based Charging Strategy Optimization for IRS-Assisted UAV in Wireless Rechargeable Sensor Networks	8
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	8
A Lightweighted Blockchain Deploying Method in IoT Systems	8
AutoDLAR: A Semi-supervised Cross-modal Contact-free Human Activity Recognition System	7
DPIVE: A Regionalized Location Obfuscation Scheme with Personalized Privacy Levels	7
HDM-GNN: A Heterogeneous Dynamic Multi-view Graph Neural Network for Crime Prediction	7
BreatheBand: A Fine-grained and Robust Respiration Monitor System Using WiFi Signals	7
Model Pruning-enabled Federated Split Learning for Resource-constrained Devices in Artificial Intelligence Empowered Edge Computing Environment	7
RTS: Towards Underground Root Tuber Sensing via RF Sensor Networks	7
WiCG: Heartbeat Sensing Using COTS WiFi Devices with Common Antenna	7
Tradeoff in Design of Communication Structures in Wireless Sensor Network	7
An Efficient Framework for Unsupervised Anomaly Detection over Edge-Assisted Internet of Things	7
Water Salinity Sensing with UAV-Mounted IR-UWB Radar	7
Feasibility of Remote Blood Pressure Estimation via Narrow-band Multi-wavelength Pulse Transit Time	7
RoSe: Robust Vital Sign Sensing with WiFi under Varying Signal Degradation	7
A Secure Face Recognition for IoT-enabled Healthcare System	7
Assessing the Scalability of Immersive WiFi Visualizations	7
Retracted March 9, 2026: Heterogeneous Big Data Parallel Computing Optimization Model using MPI/OpenMP Hybrid and Sensor Networks	7
Incentive Mechanism with Task Bundling for Mobile Crowd Sensing	7
End-to-End Target Liveness Detection via mmWave Radar and Vision Fusion for Autonomous Vehicles	7
Intelligent Video Ingestion for Real-time Traffic Monitoring	7
VibHead: An Authentication Scheme for Smart Headsets through Vibration	6
FioRa+: Empowering Energy Neutrality-aware Multicast Firmware Distributions in Energy-harvesting LoRa Networks	6
Resource Orchestration of Cloud-Edge–based Smart Grid Fault Detection	6

Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	6
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	6
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	6
A Geometric and Hypothesis-Based Method for Low-Overlap, Sparse, and Featureless Point Set Matching	6
LesionTalk: Core Data Extraction and Multi-class Lesion Detection in IoT-based Intelligent Healthcare	6
Task-oriented Energy Scheduling in Wireless Rechargeable Sensor Networks	6
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	6
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	6
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	6
Room-scale Location Trace Tracking via Continuous Acoustic Waves	6
Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning	6
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	6
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	6
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	5
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	5
Maximizing Sampling Frequency for UAV Clusters in Spectrum Reconnaissance Applications	5
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	5
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	5
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	5
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	5
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	5
Privacy Protection in 5G Positioning and Location-based Services Based on SGX	5
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	5
TagRecon: Fine-Grained 3D Reconstruction of Multiple Tagged Packages via RFID Systems	5
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	5
WECAR: An End-Edge Collaborative Inference and Training Framework for WiFi-Based Continuous Human Activity Recognition	5
Multimodal Optimization of Edge Server Placement Considering System Response Time	5
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	5
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	5
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	5
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	5
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	5
Don’t Miss Weak Packets: Boosting LoRa Reception with Antenna Diversities	4
A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning	4
SkyEye: Multi-Modal Perception Based Video Stitching for Multi-UAV Surveillance System	4
An Efficient Cross-Domain Fine Grain Proxy Re-encryption Scheme for Secure Transmission in IIOT	4
Adaptive Weighting via Federated Evaluation Mechanism for Domain Adaptation with Edge Devices	4
Resource-efficient Gaze Estimation via Frequency-domain Multi-task Contrastive Learning	4
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	4
OPTI: Order Preparation Time Inference for On-demand Delivery	4
Deploying the Minimum Number of Rechargeable UAVs for a Quarantine Barrier	4
ATPP : A Mobile App Prediction System Based on Deep Marked Temporal Point Processes	4
Wireless Charging Scheduling for Long-term Utility Optimization	4
VTarbel: Targeted Label Attack with Minimal Knowledge on Detector-Enhanced Vertical Federated Learning	4
LMAC: Efficient Carrier-Sense Multiple Access for LoRa	4
APEX: Automated Parameter Exploration for Low-Power Wireless Protocols	4
DPShaping: Balancing Privacy Guarantee and Communication Cost in IoT Traffic Shaping	4
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples	4
mm-CUR: A Novel Ubiquitous, Contact-free, and Location-aware Counterfeit Currency Detection in Bundles Using Millimeter-Wave Sensor	4
Wi-Cyclops: Room-Scale WiFi Sensing System for Respiration Detection Based on Single-Antenna	4
LIPAuth : Hand-dependent Light Intensity Patterns for Resilient User Authentication	4
A Survey on WiFi-based Human Identification: Scenarios, Challenges, and Current Solutions	4
TSN-SLP: A Trusted Sybil Node-based Source Location Privacy Scheme using Evidence Theory in Underwater Sensor Networks	4
LiteWiSys: A Lightweight System for WiFi-based Dual-task Action Perception	4
TempMesh – A Flexible Wireless Sensor Network for Monitoring River Temperatures	4
A Many-objective Joint Device Selection and Aggregation Scheme for Federated Learning in IoV	4
AQuaMoHo : Localized Low-cost Outdoor Air Quality Sensing over a Thermo-hygrometer	4
Detection and Identification of Non-cooperative UAV Using a COTS mmWave Radar	4
AndroCon: An Android Phone-Based Sensor for Ambient, Human Activity and Layout Sensing Using Fine-Grained GPS Information	4
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	4
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City	4
Safety-Critical Offloading with Constrained Reinforcement Learning for Multi-access Edge Computing	4
Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation	4
TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT	4
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks	3
Introduction to the Special Section on Internet of Behavior for Emerging Technologies	3
TG-SPRED: Temporal Graph for Sensorial Data PREDiction	3
Communication for Underwater Sensor Networks: A Comprehensive Summary	3
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks	3
Region-Different Network Reconfiguration in Disjoint Wireless Sensor Networks for Smart Agriculture Monitoring	3
BiLSTM-based Federated Learning Computation Offloading and Resource Allocation Algorithm in MEC	3
Mitigating Query-based Neural Network Fingerprinting via Data Augmentation	3
RF-TESI: Radio Frequency Fingerprint-based Smartphone Identification under Temperature Variation	3
Artificial Intelligence of Things: A Survey	3
Privacy-Preserving Three-Factor Authentication Protocol for Wireless Sensor Networks Deployed in Agricultural Field	3
ECRLoRa: LoRa Packet Recovery under Low SNR via Edge–Cloud Collaboration	3
An Amendable Multi-Function Control Method using Federated Learning for Smart Sensors in Agricultural Production Improvements	3
Predicting the Impact of Disruptions to Urban Rail Transit Systems	3
Energy-Delay Joint Optimization for Task Offloading in Digital Twin-Assisted Internet of Vehicles	3
TimbreSense: Timbre Abnormality Detection for Bel Canto with Smart Devices	3
Resilient Deployment of Smart Nodes for Improving Confident Information Coverage in 5G IoT	3
Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals	3
MultiSense: Cross-labelling and Learning Human Activities Using Multimodal Sensing Data	3
A Differential Evolution Offloading Strategy for Latency and Privacy Sensitive Tasks with Federated Local-edge-cloud Collaboration	3
Maximizing Charging Utility for Height-adjustable Directional Pendant Wireless Chargers	3
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives	3
Privacy-Aware Offloading Strategy via Self-Supervised Feature Mapping in the End-Edge-Cloud System	3
RFID Harmonics-Based Sub-Millimeter Vibration Sensing	3
Energy-saving Service Offloading for the Internet of Medical Things Using Deep Reinforcement Learning	3
Secure Data Sharing over Vehicular Networks Based on Multi-sharding Blockchain	3
A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing.	3
Edge Intelligence Enabled Data Transmission in IoV: Integrating Link Optimization and Packet Routing	3
Classification Learning Assisted Biosensor Data Analysis for Preemptive Plant Disease Detection	3
Exploiting Fine-grained Dimming with Improved LiFi Throughput	3
BLEdge: Edge-centric Programming for BLE Applications with Multi-connection Optimization	3