ACM Transactions on Sensor Networks

Article	Citations
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	102
XNAS: A Regressive/Progressive NAS for Deep Learning	85
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	82
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	73
Minimizing Age of Event in Artificial Intelligence of Things	66
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	53
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	49
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	45
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	45
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	41
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	40
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	40
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	39
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	36
Evaluation of Low-cost Air Quality Sensor Calibration Models	34
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	31
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	30
On the Inference of Original Graph Information from Graph Embeddings	28
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	28
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	27
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	27
Push the Limit of Millimeter-wave Radar Localization	26
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	25
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	24
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	23

On Node Localizability Identification in Barycentric Linear Localization	22
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances	21
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	21
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	21
Taming Irregular Cardiac Signals for Biometric Identification	20
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	20
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	19
S×C4IoT: A Security-by-contract Framework for Dynamic Evolving IoT Devices	19
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	18
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	18
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	18
MI-Ra: Towards Motion-robust Myocardial Infarction Detection Using Deep Wireless Sensing	17
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	17
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	17
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	17
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	17
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	16
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients	16
Using RF Signals to Generate Indoor Maps	16
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	16
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	16
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	16
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	16
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	16
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	15
FewSense: Enabling Few-Shot Gesture Recognition via COTS RFID	15
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	15
RGB LED for Communication, Harvesting and Sensing in IoT Applications	15
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	15
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	15
Toward Device-free and User-independent Fall Detection Using Floor Vibration	14
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	14
TESS: multivariate sensor time series prediction for building sustainable smart cities	14
Jamming of LoRa PHY and Countermeasure	14
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	14
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	14
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	14
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	14
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	13
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	13
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	13
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	13
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	13
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	13
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	13
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	12
Intelligent Networking for Energy Harvesting Powered IoT Systems	12
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	12
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	12
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	11

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

Device Fingerprinting with Magnetic Induction Signals Radiated by CPU Modules	5
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	5
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	5
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	5
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	5
A Geometric and Hypothesis-Based Method for Low-Overlap, Sparse, and Featureless Point Set Matching	5
InPhase: Phase-based Ranging and Localization	5
Shared Secret Key Generation by Exploiting Inaudible Acoustic Channels	5
Resource Orchestration of Cloud-Edge–based Smart Grid Fault Detection	5
Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID Systems	5
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	5
DeepMTD: Moving Target Defense for Deep Visual Sensing against Adversarial Examples	4
ATPP : A Mobile App Prediction System Based on Deep Marked Temporal Point Processes	4
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	4
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City	4
GaitSense: Towards Ubiquitous Gait-Based Human Identification with Wi-Fi	4
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	4
VibHead: An Authentication Scheme for Smart Headsets through Vibration	4
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	4
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	4
A Many-objective Joint Device Selection and Aggregation Scheme for Federated Learning in IoV	4
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	4
AQuaMoHo : Localized Low-cost Outdoor Air Quality Sensing over a Thermo-hygrometer	4
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	4
Adaptive Weighting via Federated Evaluation Mechanism for Domain Adaptation with Edge Devices	4
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	4
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples	4
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	4
Resource-efficient Gaze Estimation via Frequency-domain Multi-task Contrastive Learning	4
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	4
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	4
Adaptive Monitor Placement for Near Real-time Node Failure Localisation in Wireless Sensor Networks	4
TagRecon: Fine-Grained 3D Reconstruction of Multiple Tagged Packages via RFID Systems	4
Compressive Sensing Based Distributed Data Storage for Mobile Crowdsensing	4
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	4
A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning	4
Maximizing Sampling Frequency for UAV Clusters in Spectrum Reconnaissance Applications	4
Detection and Identification of Non-cooperative UAV Using a COTS mmWave Radar	4
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	4
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	4
mm-CUR: A Novel Ubiquitous, Contact-free, and Location-aware Counterfeit Currency Detection in Bundles Using Millimeter-Wave Sensor	4
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	4
Distributed Node Deployment Algorithms in Mobile Wireless Sensor Networks: Survey and Challenges	3
TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT	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
Wireless Charging Scheduling for Long-term Utility Optimization	3
DPShaping: Balancing Privacy Guarantee and Communication Cost in IoT Traffic Shaping	3
LMAC: Efficient Carrier-Sense Multiple Access for LoRa	3
An Amendable Multi-Function Control Method using Federated Learning for Smart Sensors in Agricultural Production Improvements	3
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks	3
A Differential Evolution Offloading Strategy for Latency and Privacy Sensitive Tasks with Federated Local-edge-cloud Collaboration	3
i-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR	3
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks	3
Travel Time Prediction Method Based on Spatial-Feature-based Hierarchical Clustering and Deep Multi-input Gated Recurrent Unit	3
Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation	3
Taxonomy and Recent Advance of Game Theoretical Approaches in Adversarial Machine Learning: A Survey	3
Communication for Underwater Sensor Networks: A Comprehensive Summary	3
Online Resource Provisioning for Wireless Data Collection	3
Safety-Critical Offloading with Constrained Reinforcement Learning for Multi-access Edge Computing	3
Wi-Cyclops: Room-Scale WiFi Sensing System for Respiration Detection Based on Single-Antenna	3
LIPAuth : Hand-dependent Light Intensity Patterns for Resilient User Authentication	3
Energy-saving Service Offloading for the Internet of Medical Things Using Deep Reinforcement Learning	3
Enabling Cross-technology Communication from LoRa to ZigBee in the 2.4 GHz Band	3
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning	3
TG-SPRED: Temporal Graph for Sensorial Data PREDiction	3
A Robust Learning Framework for Smart Grids in Defense Against False-Data Injection Attacks	3
OPTI: Order Preparation Time Inference for On-demand Delivery	3
TimbreSense: Timbre Abnormality Detection for Bel Canto with Smart Devices	3
Deploying the Minimum Number of Rechargeable UAVs for a Quarantine Barrier	3
A Quality-Aware Data Collection Scheme with Privacy for Cyber-Physical Immersive Networking Systems	3
LiteWiSys: A Lightweight System for WiFi-based Dual-task Action Perception	3
A Survey on WiFi-based Human Identification: Scenarios, Challenges, and Current Solutions	3
An Efficient Cross-Domain Fine Grain Proxy Re-encryption Scheme for Secure Transmission in IIOT	3
Don’t Miss Weak Packets: Boosting LoRa Reception with Antenna Diversities	3
TempMesh – A Flexible Wireless Sensor Network for Monitoring River Temperatures	3
Secure Data Sharing over Vehicular Networks Based on Multi-sharding Blockchain	3
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives	3
AsTAR: Sustainable Energy Harvesting for the Internet of Things through Adaptive Task Scheduling	3
DAEE: Distributed Adaptive Exploration and Exploitation for Orientation Adjustment in Magnetic Wireless Power Transfer System	3
Predicting the Impact of Disruptions to Urban Rail Transit Systems	3
Region-Different Network Reconfiguration in Disjoint Wireless Sensor Networks for Smart Agriculture Monitoring	3