ACM Transactions on Sensor Networks

Article	Citations
XNAS: A Regressive/Progressive NAS for Deep Learning	125
Minimizing Age of Event in Artificial Intelligence of Things	100
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	84
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	81
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	73
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	57
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	55
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	53
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	51
Invisible Adversarial Stripes on Traffic Sign: Threat and Defense for Autonomous Vehicles	48
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	46
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	43
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	41
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	40
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	38
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	34
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	34
On the Inference of Original Graph Information from Graph Embeddings	33
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	30
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	30
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	30
Push the Limit of Millimeter-wave Radar Localization	30
On Node Localizability Identification in Barycentric Linear Localization	28
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	27
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	26

SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	25
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	24
Evaluation of Low-cost Air Quality Sensor Calibration Models	24
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	23
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	23
Taming Irregular Cardiac Signals for Biometric Identification	23
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	22
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	21
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	21
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	20
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	19
Using RF Signals to Generate Indoor Maps	18
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	18
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	18
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	18
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	18
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	18
MI-Ra: Towards Motion-robust Myocardial Infarction Detection Using Deep Wireless Sensing	18
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	17
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	17
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	17
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	17
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	17
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	17
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	17
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	17
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	16
RGB LED for Communication, Harvesting and Sensing in IoT Applications	16
TESS: multivariate sensor time series prediction for building sustainable smart cities	16
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	16
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	15
Toward Device-free and User-independent Fall Detection Using Floor Vibration	15
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	15
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	15
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	15
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	14
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	14
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	14
Jamming of LoRa PHY and Countermeasure	14
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	14
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	14
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	13
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	13
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	13
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	13
Intelligent Networking for Energy Harvesting Powered IoT Systems	12
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	12
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	12
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	12
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	12

DTSSN: A Distributed Trustworthy Sensor Service Network Architecture for Smart City	12
A Computational Geometry-based Approach for Planar k -Coverage in Wireless Sensor Networks	11
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	11
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	11
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	11
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	11
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	11
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	11
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	11
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	11
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	11
The Hunting-style Deployment of Underwater Sensor Networks	11
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	10
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	10
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	10
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	10
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	10
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	10
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	10
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	10
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	10
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	10
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	10
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	10
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	10
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	9
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	9
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	9
freeDoppler: A Doppler Effect Learning Network for Accurate RF-based Velocity Estimation	9
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	9
VILL: Toward Efficient and Automatic Visual Landmark Labeling	9
Atrial Fibrillation Detection System via Acoustic Sensing for Mobile Phones	9
Parallel Finite Field Algorithms for Communications and Sensor Networks	9
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	9
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	9
Fast and Convergent Method for Large-Scale Sensor Network Localization With Anchor Uncertainty	9
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	9
IMF 2 O 2 : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	9
Num2vec: Pre-Training Numeric Representations for Time Series Forecasting in the Sensing System	8
Listen to Your Face: A Face Authentication Scheme Based on Acoustic Signals	8
Transition Model–driven Unsupervised Localization Framework Based on Crowd-sensed Trajectory Data	8
FedUSL: A Federated Annotation Method for Driving Fatigue Detection based on Multimodal Sensing Data	8
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	8
Holistic Energy Awareness and Robustness for Intelligent Drones	8
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	8
Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number	8
Editorial: Special Issue on Cyber-Physical Security and Zero Trust	7
SNAKE: Harnessing Human Touch for Produce Quality Estimation to Foster Sustainable Retail Practices	7
Heterogeneous Big Data Parallel Computing Optimization Model using MPI/OpenMP Hybrid and Sensor Networks	7
TFSemantic: A Time–Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals	7
A Secure Face Recognition for IoT-enabled Healthcare System	7
WiCG: Heartbeat Sensing Using COTS WiFi Devices with Common Antenna	7
Online Schedule Randomization to Mitigate Timing Attacks in 5G Periodic URLLC Communications	7
Optimal Charging Oriented Sensor Placement and Flexible Scheduling in Rechargeable WSNs	7
A Lightweighted Blockchain Deploying Method in IoT Systems	7
FMMEHO Based Workflow Scheduling in Virtualized Cloud Environment for Smart Irrigation System	7
Taking Wireless Underground: A Comprehensive Summary	7
Incentive Mechanism with Task Bundling for Mobile Crowd Sensing	6
Intelligent Video Ingestion for Real-time Traffic Monitoring	6
Assessing the Scalability of Immersive WiFi Visualizations	6
AutoDLAR: A Semi-supervised Cross-modal Contact-free Human Activity Recognition System	6
Model Pruning-enabled Federated Split Learning for Resource-constrained Devices in Artificial Intelligence Empowered Edge Computing Environment	6
Privacy Protection in 5G Positioning and Location-based Services Based on SGX	6
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	6
End-to-End Target Liveness Detection via mmWave Radar and Vision Fusion for Autonomous Vehicles	6
Task-oriented Energy Scheduling in Wireless Rechargeable Sensor Networks	6
HDM-GNN: A Heterogeneous Dynamic Multi-view Graph Neural Network for Crime Prediction	6
Feasibility of Remote Blood Pressure Estimation via Narrow-band Multi-wavelength Pulse Transit Time	6
An Efficient Framework for Unsupervised Anomaly Detection over Edge-Assisted Internet of Things	6
Room-scale Location Trace Tracking via Continuous Acoustic Waves	6
Multimodal Optimization of Edge Server Placement Considering System Response Time	6
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	6
Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning	6
FioRa+: Empowering Energy Neutrality-aware Multicast Firmware Distributions in Energy-harvesting LoRa Networks	6
Tradeoff in Design of Communication Structures in Wireless Sensor Network	6
DPIVE: A Regionalized Location Obfuscation Scheme with Personalized Privacy Levels	6
LesionTalk: Core Data Extraction and Multi-class Lesion Detection in IoT-based Intelligent Healthcare	6
Water Salinity Sensing with UAV-Mounted IR-UWB Radar	6
A Geometric and Hypothesis-Based Method for Low-Overlap, Sparse, and Featureless Point Set Matching	6
Resource Orchestration of Cloud-Edge–based Smart Grid Fault Detection	6

BreatheBand: A Fine-grained and Robust Respiration Monitor System Using WiFi Signals	6
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	5
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	5
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	5
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	5
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	5
Maximizing Sampling Frequency for UAV Clusters in Spectrum Reconnaissance Applications	5
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	5
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	5
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	5
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	5
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	5
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	5
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	5
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	5
VibHead: An Authentication Scheme for Smart Headsets through Vibration	5
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	5
InPhase: Phase-based Ranging and Localization	5
Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID Systems	5
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	5
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	5
DPShaping: Balancing Privacy Guarantee and Communication Cost in IoT Traffic Shaping	4
Wi-Cyclops: Room-Scale WiFi Sensing System for Respiration Detection Based on Single-Antenna	4
Adaptive Weighting via Federated Evaluation Mechanism for Domain Adaptation with Edge Devices	4
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	4
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	4
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	4
ATPP : A Mobile App Prediction System Based on Deep Marked Temporal Point Processes	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
LMAC: Efficient Carrier-Sense Multiple Access for LoRa	4
OPTI: Order Preparation Time Inference for On-demand Delivery	4
Safety-Critical Offloading with Constrained Reinforcement Learning for Multi-access Edge Computing	4
SkyEye: Multi-Modal Perception Based Video Stitching for Multi-UAV Surveillance System	4
Detection and Identification of Non-cooperative UAV Using a COTS mmWave Radar	4
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples	4
TagRecon: Fine-Grained 3D Reconstruction of Multiple Tagged Packages via RFID Systems	4
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	4
mm-CUR: A Novel Ubiquitous, Contact-free, and Location-aware Counterfeit Currency Detection in Bundles Using Millimeter-Wave Sensor	4
Compressive Sensing Based Distributed Data Storage for Mobile Crowdsensing	4
Region-Different Network Reconfiguration in Disjoint Wireless Sensor Networks for Smart Agriculture Monitoring	4
TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT	4
Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation	4
Don’t Miss Weak Packets: Boosting LoRa Reception with Antenna Diversities	4
An Efficient Cross-Domain Fine Grain Proxy Re-encryption Scheme for Secure Transmission in IIOT	4
APEX: Automated Parameter Exploration for Low-Power Wireless Protocols	4
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City	4
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	4
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	4
Wireless Charging Scheduling for Long-term Utility Optimization	4
TempMesh – A Flexible Wireless Sensor Network for Monitoring River Temperatures	4
LiteWiSys: A Lightweight System for WiFi-based Dual-task Action Perception	4
LIPAuth : Hand-dependent Light Intensity Patterns for Resilient User Authentication	4
A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning	4
A Many-objective Joint Device Selection and Aggregation Scheme for Federated Learning in IoV	4
Resource-efficient Gaze Estimation via Frequency-domain Multi-task Contrastive Learning	4
AQuaMoHo : Localized Low-cost Outdoor Air Quality Sensing over a Thermo-hygrometer	4
Travel Time Prediction Method Based on Spatial-Feature-based Hierarchical Clustering and Deep Multi-input Gated Recurrent Unit	3
TG-SPRED: Temporal Graph for Sensorial Data PREDiction	3
Secure Data Sharing over Vehicular Networks Based on Multi-sharding Blockchain	3
A Survey on WiFi-based Human Identification: Scenarios, Challenges, and Current Solutions	3
TimbreSense: Timbre Abnormality Detection for Bel Canto with Smart Devices	3
i-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR	3
Introduction to the Special Section on Internet of Behavior for Emerging Technologies	3
Edge Intelligence Enabled Data Transmission in IoV: Integrating Link Optimization and Packet Routing	3
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks	3
ECRLoRa: LoRa Packet Recovery under Low SNR via Edge–Cloud Collaboration	3
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning	3
A Robust Learning Framework for Smart Grids in Defense Against False-Data Injection Attacks	3
A Quality-Aware Data Collection Scheme with Privacy for Cyber-Physical Immersive Networking Systems	3
Energy-Delay Joint Optimization for Task Offloading in Digital Twin-Assisted Internet of Vehicles	3
TrinitySLAM: On-board Real-time Event-image Fusion SLAM System for Drones	3
A Differential Evolution Offloading Strategy for Latency and Privacy Sensitive Tasks with Federated Local-edge-cloud Collaboration	3
Distributed Node Deployment Algorithms in Mobile Wireless Sensor Networks: Survey and Challenges	3
Privacy-Preserving Three-Factor Authentication Protocol for Wireless Sensor Networks Deployed in Agricultural Field	3
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks	3
Privacy-Aware Offloading Strategy via Self-Supervised Feature Mapping in the End-Edge-Cloud System	3
DAEE: Distributed Adaptive Exploration and Exploitation for Orientation Adjustment in Magnetic Wireless Power Transfer System	3
Taxonomy and Recent Advance of Game Theoretical Approaches in Adversarial Machine Learning: A Survey	3
Predicting the Impact of Disruptions to Urban Rail Transit Systems	3
Communication for Underwater Sensor Networks: A Comprehensive Summary	3
RFID Harmonics-Based Sub-Millimeter Vibration Sensing	3
An Amendable Multi-Function Control Method using Federated Learning for Smart Sensors in Agricultural Production Improvements	3
Artificial Intelligence of Things: A Survey	3
Resilient Deployment of Smart Nodes for Improving Confident Information Coverage in 5G IoT	3
A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing.	3
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives	3