ACM Transactions on Sensor Networks

Article	Citations
XNAS: A Regressive/Progressive NAS for Deep Learning	160
Minimizing Age of Event in Artificial Intelligence of Things	108
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	108
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	90
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	71
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	68
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	59
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	58
Invisible Adversarial Stripes on Traffic Sign: Threat and Defense for Autonomous Vehicles	55
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	52
WiFi-Based Assessment of Scoliosis-Related Spinal Postures	49
Introduction to the Special Issue on Systems for Energy-Efficient Buildings, Cities, and Transportation	46
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	45
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	39
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	39
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	36
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	34
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	32
On the Inference of Original Graph Information from Graph Embeddings	32
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	31
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	31
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	30
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	30
Evaluation of Low-cost Air Quality Sensor Calibration Models	29
Taming Irregular Cardiac Signals for Biometric Identification	29

Push the Limit of Millimeter-wave Radar Localization	29
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	27
Retracted March 9, 2026: Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	27
On Node Localizability Identification in Barycentric Linear Localization	27
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	25
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	24
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	24
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	23
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	23
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	22
CSI-Based NTC Using Ambient WiFi: Channel Selection, Topology Control and Traffic Interference	22
MI-Ra: Towards Motion-robust Myocardial Infarction Detection Using Deep Wireless Sensing	22
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	22
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	22
Retracted March 9, 2026: AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	21
Retracted March 9, 2026: ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	21
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	21
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	21
Using RF Signals to Generate Indoor Maps	20
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	20
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	20
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	20
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	19
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	19
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	19
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	18
ModeConv: A Novel Convolution for Distinguishing Anomalous and Normal Structural Behavior	18
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	18
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	18
Jamming of LoRa PHY and Countermeasure	18
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	18
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	18
Toward Device-free and User-independent Fall Detection Using Floor Vibration	17
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	17
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	17
Retracted March 9, 2026: TESS: multivariate sensor time series prediction for building sustainable smart cities	17
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	17
RGB LED for Communication, Harvesting and Sensing in IoT Applications	16
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	16
Intelligent Networking for Energy Harvesting Powered IoT Systems	16
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	16
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	16
DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	16
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	16
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	16
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	16
SniffySquad: Patchiness-Aware Gas Source Localization with Multi-Robot Collaboration	16
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	15
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	15
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	15

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

IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	6
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	6
Feasibility of Remote Blood Pressure Estimation via Narrow-band Multi-wavelength Pulse Transit Time	6
A Geometric and Hypothesis-Based Method for Low-Overlap, Sparse, and Featureless Point Set Matching	6
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	6
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	6
Multimodal Optimization of Edge Server Placement Considering System Response Time	6
Model Pruning-enabled Federated Split Learning for Resource-constrained Devices in Artificial Intelligence Empowered Edge Computing Environment	6
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	6
BreatheBand: A Fine-grained and Robust Respiration Monitor System Using WiFi Signals	6
VibHead: An Authentication Scheme for Smart Headsets through Vibration	6
Privacy Protection in 5G Positioning and Location-based Services Based on SGX	6
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	6
Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning	6
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	6
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	6
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	5
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	5
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	5
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	5
Resource-efficient Gaze Estimation via Frequency-domain Multi-task Contrastive Learning	5
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	5
WECAR: An End-Edge Collaborative Inference and Training Framework for WiFi-Based Continuous Human Activity Recognition	5
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	5
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	5
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	5
Detection and Identification of Non-cooperative UAV Using a COTS mmWave Radar	5
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	5
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	5
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	5
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	5
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	5
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	5
Maximizing Sampling Frequency for UAV Clusters in Spectrum Reconnaissance Applications	5
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples	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
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	5
SkyEye: Multi-Modal Perception Based Video Stitching for Multi-UAV Surveillance System	4
Wi-Cyclops: Room-Scale WiFi Sensing System for Respiration Detection Based on Single-Antenna	4
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City	4
DPShaping: Balancing Privacy Guarantee and Communication Cost in IoT Traffic Shaping	4
LMAC: Efficient Carrier-Sense Multiple Access for LoRa	4
Energy-Delay Joint Optimization for Task Offloading in Digital Twin-Assisted Internet of Vehicles	4
Communication for Underwater Sensor Networks: A Comprehensive Summary	4
Energy-saving Service Offloading for the Internet of Medical Things Using Deep Reinforcement Learning	4
Wireless Charging Scheduling for Long-term Utility Optimization	4
VTarbel: Targeted Label Attack with Minimal Knowledge on Detector-Enhanced Vertical Federated Learning	4
AQuaMoHo : Localized Low-cost Outdoor Air Quality Sensing over a Thermo-hygrometer	4
APEX: Automated Parameter Exploration for Low-Power Wireless Protocols	4
An Efficient Cross-Domain Fine Grain Proxy Re-encryption Scheme for Secure Transmission in IIOT	4
AndroCon: An Android Phone-Based Sensor for Ambient, Human Activity and Layout Sensing Using Fine-Grained GPS Information	4
ATPP : A Mobile App Prediction System Based on Deep Marked Temporal Point Processes	4
Secure Data Sharing over Vehicular Networks Based on Multi-sharding Blockchain	4
TSN-SLP: A Trusted Sybil Node-based Source Location Privacy Scheme using Evidence Theory in Underwater Sensor Networks	4
Don’t Miss Weak Packets: Boosting LoRa Reception with Antenna Diversities	4
TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT	4
A Many-objective Joint Device Selection and Aggregation Scheme for Federated Learning in IoV	4
A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning	4
Safety-Critical Offloading with Constrained Reinforcement Learning for Multi-access Edge Computing	4
mm-CUR: A Novel Ubiquitous, Contact-free, and Location-aware Counterfeit Currency Detection in Bundles Using Millimeter-Wave Sensor	4
Adaptive Weighting via Federated Evaluation Mechanism for Domain Adaptation with Edge Devices	4
LIPAuth : Hand-dependent Light Intensity Patterns for Resilient User Authentication	4
Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation	4
Region-Different Network Reconfiguration in Disjoint Wireless Sensor Networks for Smart Agriculture Monitoring	4
LiteWiSys: A Lightweight System for WiFi-based Dual-task Action Perception	4
An Amendable Multi-Function Control Method using Federated Learning for Smart Sensors in Agricultural Production Improvements	4
OPTI: Order Preparation Time Inference for On-demand Delivery	4
TempMesh – A Flexible Wireless Sensor Network for Monitoring River Temperatures	4