ACM Transactions on Sensor Networks

Article	Citations
XNAS: A Regressive/Progressive NAS for Deep Learning	173
Minimizing Age of Event in Artificial Intelligence of Things	118
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	113
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	96
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	71
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	69
Invisible Adversarial Stripes on Traffic Sign: Threat and Defense for Autonomous Vehicles	68
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	64
WiFi-Based Assessment of Scoliosis-Related Spinal Postures	58
Introduction to the Special Issue on Systems for Energy-Efficient Buildings, Cities, and Transportation	56
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	54
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	47
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	46
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	46
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	41
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	39
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	38
On the Inference of Original Graph Information from Graph Embeddings	37
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	35
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	34
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	33
Taming Irregular Cardiac Signals for Biometric Identification	33
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	32
On Node Localizability Identification in Barycentric Linear Localization	32
MET: Electric Toothbrushing Activity Recognition Based on Magneto-Inductive Sensing	31

GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	29
Retracted March 9, 2026: Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	28
Push the Limit of Millimeter-wave Radar Localization	27
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	27
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	26
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	26
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	26
Evaluation of Low-cost Air Quality Sensor Calibration Models	26
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	26
Retracted March 9, 2026: AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	25
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	25
CSI-Based NTC Using Ambient WiFi: Channel Selection, Topology Control and Traffic Interference	24
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	24
Retracted March 9, 2026: ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	23
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	23
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	23
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	23
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	22
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	22
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	22
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	22
MI-Ra: Towards Motion-robust Myocardial Infarction Detection Using Deep Wireless Sensing	22
ModeConv: A Novel Convolution for Distinguishing Anomalous and Normal Structural Behavior	21
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	21
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	21
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	21
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	21
Using RF Signals to Generate Indoor Maps	20
RGB LED for Communication, Harvesting and Sensing in IoT Applications	19
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	19
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	19
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	19
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	19
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	19
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	18
Retracted March 9, 2026: TESS: multivariate sensor time series prediction for building sustainable smart cities	18
Toward Device-free and User-independent Fall Detection Using Floor Vibration	18
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	18
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	18
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	18
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	17
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	17
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	17
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	17
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	17
Intelligent Networking for Energy Harvesting Powered IoT Systems	17
Jamming of LoRa PHY and Countermeasure	17
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	17
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	17
SniffySquad: Patchiness-Aware Gas Source Localization with Multi-Robot Collaboration	16

Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	16
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	16
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	16
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	16
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	16
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	15
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	15
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	15
The Hunting-style Deployment of Underwater Sensor Networks	15
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	15
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	15
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	15
Fairness Optimization of Data Collection Volume for STAR-RIS-Assisted UAV-Enabled IoT	14
Retracted March 9, 2026: ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	14
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	14
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	14
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	14
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	13
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	13
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	13
SpeedFi: Fine-grained Speed Estimation for Bodyweight Exercise with WiFi	13
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	13
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	13
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	13
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	12
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	12
MVSTA: Multi-View Spatio-Temporal Correlation Awareness Network for Traffic Data Imputation	12
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	12
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	12
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	12
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	11
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	11
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	11
Atrial Fibrillation Detection System via Acoustic Sensing for Mobile Phones	11
Fast and Convergent Method for Large-Scale Sensor Network Localization With Anchor Uncertainty	11
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	11
Enhancing Building Energy Efficiency with a Modular AI-based Smart Lighting System	11
freeDoppler: A Doppler Effect Learning Network for Accurate RF-based Velocity Estimation	11
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	11
IMF 2 O 2 : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	11
VILL: Toward Efficient and Automatic Visual Landmark Labeling	11
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	10
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	10
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	10
Retracted March 9, 2026: Parallel Finite Field Algorithms for Communications and Sensor Networks	10
DRL-Based Charging Strategy Optimization for IRS-Assisted UAV in Wireless Rechargeable Sensor Networks	10
Listen to Your Face: A Face Authentication Scheme Based on Acoustic Signals	10
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	10
Num2vec: Pre-Training Numeric Representations for Time Series Forecasting in the Sensing System	10
Optimal Preemption Policy for Age of Information Minimization with Random Arrival and Known Packet Length	10
Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number	9
Holistic Energy Awareness and Robustness for Intelligent Drones	9
Taking Wireless Underground: A Comprehensive Summary	9
Online Schedule Randomization to Mitigate Timing Attacks in 5G Periodic URLLC Communications	9
Editorial: Special Issue on Cyber-Physical Security and Zero Trust	9
3D-FAD: Informativeness-guided Multimodal 3D Object Detection for Federated Autonomous Driving	9
D-Trace: Diffusion-Based Fingerprinting for Indoor Tracking in Single-Gateway LoRa Networks	9
FedUSL: A Federated Annotation Method for Driving Fatigue Detection based on Multimodal Sensing Data	9
TFSemantic: A Time–Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals	9
FMMEHO Based Workflow Scheduling in Virtualized Cloud Environment for Smart Irrigation System	8
A Lightweighted Blockchain Deploying Method in IoT Systems	8
WiCG: Heartbeat Sensing Using COTS WiFi Devices with Common Antenna	8
A Secure Face Recognition for IoT-enabled Healthcare System	8
Water Salinity Sensing with UAV-Mounted IR-UWB Radar	8
Assessing the Scalability of Immersive WiFi Visualizations	8
SNAKE: Harnessing Human Touch for Produce Quality Estimation to Foster Sustainable Retail Practices	8
AutoDLAR: A Semi-supervised Cross-modal Contact-free Human Activity Recognition System	8
Tradeoff in Design of Communication Structures in Wireless Sensor Network	8
Retracted March 9, 2026: Heterogeneous Big Data Parallel Computing Optimization Model using MPI/OpenMP Hybrid and Sensor Networks	8
Incentive Mechanism with Task Bundling for Mobile Crowd Sensing	8
Optimal Charging Oriented Sensor Placement and Flexible Scheduling in Rechargeable WSNs	8
DPIVE: A Regionalized Location Obfuscation Scheme with Personalized Privacy Levels	8
HDM-GNN: A Heterogeneous Dynamic Multi-view Graph Neural Network for Crime Prediction	8
An Efficient Framework for Unsupervised Anomaly Detection over Edge-Assisted Internet of Things	8
BreatheBand: A Fine-grained and Robust Respiration Monitor System Using WiFi Signals	8
RoSe: Robust Vital Sign Sensing with WiFi under Varying Signal Degradation	7
Intelligent Video Ingestion for Real-time Traffic Monitoring	7
Feasibility of Remote Blood Pressure Estimation via Narrow-band Multi-wavelength Pulse Transit Time	7
Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning	7
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	7

End-to-End Target Liveness Detection via mmWave Radar and Vision Fusion for Autonomous Vehicles	7
FioRa+: Empowering Energy Neutrality-aware Multicast Firmware Distributions in Energy-harvesting LoRa Networks	7
Model Pruning-enabled Federated Split Learning for Resource-constrained Devices in Artificial Intelligence Empowered Edge Computing Environment	7
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	7
A Geometric and Hypothesis-Based Method for Low-Overlap, Sparse, and Featureless Point Set Matching	7
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	7
RTS: Towards Underground Root Tuber Sensing via RF Sensor Networks	7
LesionTalk: Core Data Extraction and Multi-class Lesion Detection in IoT-based Intelligent Healthcare	7
Room-scale Location Trace Tracking via Continuous Acoustic Waves	7
Resource Orchestration of Cloud-Edge–based Smart Grid Fault Detection	7
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	7
Task-oriented Energy Scheduling in Wireless Rechargeable Sensor Networks	7
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	6
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	6
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	6
Maximizing Sampling Frequency for UAV Clusters in Spectrum Reconnaissance Applications	6
Privacy Protection in 5G Positioning and Location-based Services Based on SGX	6
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	6
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	6
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	6
VibHead: An Authentication Scheme for Smart Headsets through Vibration	6
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	6
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	6
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	6
Multimodal Optimization of Edge Server Placement Considering System Response Time	6
WECAR: An End-Edge Collaborative Inference and Training Framework for WiFi-Based Continuous Human Activity Recognition	6
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	6
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	6
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	6
AndroCon: An Android Phone-Based Sensor for Ambient, Human Activity and Layout Sensing Using Fine-Grained GPS Information	5
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	5
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	5
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	5
Adaptive Weighting via Federated Evaluation Mechanism for Domain Adaptation with Edge Devices	5
SkyEye: Multi-Modal Perception Based Video Stitching for Multi-UAV Surveillance System	5
ATPP : A Mobile App Prediction System Based on Deep Marked Temporal Point Processes	5
mm-CUR: A Novel Ubiquitous, Contact-free, and Location-aware Counterfeit Currency Detection in Bundles Using Millimeter-Wave Sensor	5
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	5
TagRecon: Fine-Grained 3D Reconstruction of Multiple Tagged Packages via RFID Systems	5
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	5
Resource-efficient Gaze Estimation via Frequency-domain Multi-task Contrastive Learning	5
OPTI: Order Preparation Time Inference for On-demand Delivery	5
APEX: Automated Parameter Exploration for Low-Power Wireless Protocols	5
TempMesh – A Flexible Wireless Sensor Network for Monitoring River Temperatures	5
LIPAuth : Hand-dependent Light Intensity Patterns for Resilient User Authentication	5
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	5
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	5
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples	5
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	5
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City	5
An Efficient Cross-Domain Fine Grain Proxy Re-encryption Scheme for Secure Transmission in IIOT	5
Detection and Identification of Non-cooperative UAV Using a COTS mmWave Radar	5
TSN-SLP: A Trusted Sybil Node-based Source Location Privacy Scheme using Evidence Theory in Underwater Sensor Networks	4
A Many-objective Joint Device Selection and Aggregation Scheme for Federated Learning in IoV	4
Reliability Enhancement of LR-FHSS via Adaptive Frequency Hopping	4
Don’t Miss Weak Packets: Boosting LoRa Reception with Antenna Diversities	4
Energy-saving Service Offloading for the Internet of Medical Things Using Deep Reinforcement Learning	4
Deploying the Minimum Number of Rechargeable UAVs for a Quarantine Barrier	4
Travel Time Prediction Method Based on Spatial-Feature-based Hierarchical Clustering and Deep Multi-input Gated Recurrent Unit	4
TimbreSense: Timbre Abnormality Detection for Bel Canto with Smart Devices	4
A Quality-Aware Data Collection Scheme with Privacy for Cyber-Physical Immersive Networking Systems	4
Secure Data Sharing over Vehicular Networks Based on Multi-sharding Blockchain	4
A Survey on WiFi-based Human Identification: Scenarios, Challenges, and Current Solutions	4
TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT	4
Safety-Critical Offloading with Constrained Reinforcement Learning for Multi-access Edge Computing	4
Wireless Charging Scheduling for Long-term Utility Optimization	4
Wi-Cyclops: Room-Scale WiFi Sensing System for Respiration Detection Based on Single-Antenna	4
VTarbel: Targeted Label Attack with Minimal Knowledge on Detector-Enhanced Vertical Federated Learning	4
An Amendable Multi-Function Control Method using Federated Learning for Smart Sensors in Agricultural Production Improvements	4
A Robust Learning Framework for Smart Grids in Defense Against False-Data Injection Attacks	4
RFID Harmonics-Based Sub-Millimeter Vibration Sensing	4
Predicting the Impact of Disruptions to Urban Rail Transit Systems	4
Energy-Delay Joint Optimization for Task Offloading in Digital Twin-Assisted Internet of Vehicles	4
Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation	4
TG-SPRED: Temporal Graph for Sensorial Data PREDiction	4
LMAC: Efficient Carrier-Sense Multiple Access for LoRa	4
AQuaMoHo : Localized Low-cost Outdoor Air Quality Sensing over a Thermo-hygrometer	4
A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning	4
DPShaping: Balancing Privacy Guarantee and Communication Cost in IoT Traffic Shaping	4
LiteWiSys: A Lightweight System for WiFi-based Dual-task Action Perception	4
TrinitySLAM: On-board Real-time Event-image Fusion SLAM System for Drones	4
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning	4
DAEE: Distributed Adaptive Exploration and Exploitation for Orientation Adjustment in Magnetic Wireless Power Transfer System	4
Region-Different Network Reconfiguration in Disjoint Wireless Sensor Networks for Smart Agriculture Monitoring	4
Communication for Underwater Sensor Networks: A Comprehensive Summary	4