ACM Transactions on Sensor Networks

Article	Citations
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	86
XNAS: A Regressive/Progressive NAS for Deep Learning	78
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	78
DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	71
Energy-collision-aware Minimum Latency Aggregation Scheduling for Energy-harvesting Sensor Networks	57
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	53
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	45
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	40
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	38
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	37
Minimizing Age of Event in Artificial Intelligence of Things	36
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	36
Fine-Grained Stop-Move Detection with UWB: Quality Metrics and Real-World Evaluation	34
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	32
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	31
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	28
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	28
On Node Localizability Identification in Barycentric Linear Localization	27
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	26
Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery	26
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	25
Evaluation of Low-cost Air Quality Sensor Calibration Models	23
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	23
Push the Limit of Millimeter-wave Radar Localization	23
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	22

CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	20
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	20
On the Inference of Original Graph Information from Graph Embeddings	20
Taming Irregular Cardiac Signals for Biometric Identification	20
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	19
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	18
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	18
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	18
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	18
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	17
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	17
Enabling Low-Power Massive MIMO with Ternary ADCs for AIoT Sensing	17
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	17
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	17
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	16
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	16
S×C4IoT: A Security-by-contract Framework for Dynamic Evolving IoT Devices	16
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	16
LSAB: Enhancing Spatio-temporal Efficiency of AoA Tracking Systems	15
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT	15
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	15
Toward the Minimal Wait-for Delay for Rechargeable WSNs with Multiple Mobile Chargers	15
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	15
Using RF Signals to Generate Indoor Maps	15
Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization	15
Fedeval: Defending Against Lazybone Attack via Multi-dimension Evaluation in Federated Learning	15
Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing	14
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients	14
An Interference-aware and Collision-free MAC Protocol for Underwater Wireless Sensor Networks	13
AviSense: A Real-time System for Detection, Classification, and Analysis of Aviation Signals	13
RL-Ad: Integrating Eye-Tracking into a Reinforcement Learning Model for VR Video Ad Implantation	13
Jamming of LoRa PHY and Countermeasure	13
Robust Rainfall Estimation with Multimodal Sensing for Precision Residential Irrigation	13
TESS: multivariate sensor time series prediction for building sustainable smart cities	13
Exploiting Dispersion Effect of Signals for Accurate Indoor WiFi Localization	13
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks	13
RGB LED for Communication, Harvesting and Sensing in IoT Applications	13
Guest Editorial: Special Issue on Computational Intelligence in the Internet of Things	13
Toward Device-free and User-independent Fall Detection Using Floor Vibration	13
Adapting LoRa Ground Stations for Low-latency Imaging and Inference from LoRa-enabled CubeSats	12
Accurate Localization in LOS/NLOS Channel Coexistence Scenarios Based on Heterogeneous Knowledge Graph Inference	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
SateLoc: A Virtual Fingerprinting Approach to Outdoor LoRa Localization Using Satellite Images	11
AQMon: A Fine-grained Air Quality Monitoring System Based on UAV Images for Smart Cities	11
WIB : Real-time, Non-intrusive Blood Pressure Detection Using Smartphones	11
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition	11
Decentralized Federated Learning towards Communication Efficiency, Robustness, and Personalization	11
Intelligent Networking for Energy Harvesting Powered IoT Systems	11
An Energy-efficient And Trustworthy Unsupervised Anomaly Detection Framework (EATU) for IIoT	11

Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices	11
Underwater Sensor Multi-Parameter Scheduling for Heterogenous Computing Nodes	11
GaitTracker: 3D Skeletal Tracking for Gait Analysis Based on Inertial Measurement Units	11
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	10
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	10
The Hunting-style Deployment of Underwater Sensor Networks	10
Reinforcement Learning-Based MAC Protocol for Underwater Multimedia Sensor Networks	10
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	9
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	9
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	9
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	9
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	9
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	9
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	9
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	9
Enabling Surveillance Cameras to Navigate	9
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	9
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	8
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	8
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	8
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	8
Extremely Low-resolution RFID Vision for Real-time and Visually-anonymized Action Recognition	8
A Mobile-assisted Edge Computing Framework for Emerging IoT Applications	8
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	8
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	8
Parallel Finite Field Algorithms for Communications and Sensor Networks	8
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	8
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	8
Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation	8
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	8
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	8
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	7
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	7
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	7
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	7
VILL: Toward Efficient and Automatic Visual Landmark Labeling	7
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	7
IMF 2 O 2 : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	7
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	7
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	7
FMMEHO Based Workflow Scheduling in Virtualized Cloud Environment for Smart Irrigation System	6
Listen to Your Face: A Face Authentication Scheme Based on Acoustic Signals	6
Online Schedule Randomization to Mitigate Timing Attacks in 5G Periodic URLLC Communications	6
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	6
Holistic Energy Awareness and Robustness for Intelligent Drones	6
Heterogeneous Big Data Parallel Computing Optimization Model using MPI/OpenMP Hybrid and Sensor Networks	6
Transition Model–driven Unsupervised Localization Framework Based on Crowd-sensed Trajectory Data	6
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	6
Taking Wireless Underground: A Comprehensive Summary	6
FedUSL: A Federated Annotation Method for Driving Fatigue Detection based on Multimodal Sensing Data	6
SNAKE: Harnessing Human Touch for Produce Quality Estimation to Foster Sustainable Retail Practices	6
Num2vec: Pre-Training Numeric Representations for Time Series Forecasting in the Sensing System	6
Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number	6
TFSemantic: A Time–Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals	6
Editorial: Special Issue on Cyber-Physical Security and Zero Trust	5
A Secure Face Recognition for IoT-enabled Healthcare System	5
An Efficient Framework for Unsupervised Anomaly Detection over Edge-Assisted Internet of Things	5
Shared Secret Key Generation by Exploiting Inaudible Acoustic Channels	5
Task-oriented Energy Scheduling in Wireless Rechargeable Sensor Networks	5
Resource Orchestration of Cloud-Edge–based Smart Grid Fault Detection	5
End-to-End Target Liveness Detection via mmWave Radar and Vision Fusion for Autonomous Vehicles	5
A Measurement Framework for Explicit and Implicit Urban Traffic Sensing	5
Design of Self-sustainable Wireless Sensor Networks with Energy Harvesting and Wireless Charging	5
DPIVE: A Regionalized Location Obfuscation Scheme with Personalized Privacy Levels	5
BreatheBand: A Fine-grained and Robust Respiration Monitor System Using WiFi Signals	5
LesionTalk: Core Data Extraction and Multi-class Lesion Detection in IoT-based Intelligent Healthcare	5
XGest: Enabling Cross-Label Gesture Recognition with RF Signals	5
Optimal Charging Oriented Sensor Placement and Flexible Scheduling in Rechargeable WSNs	5
AutoDLAR: A Semi-supervised Cross-modal Contact-free Human Activity Recognition System	5
HDM-GNN: A Heterogeneous Dynamic Multi-view Graph Neural Network for Crime Prediction	5
Tradeoff in Design of Communication Structures in Wireless Sensor Network	5
Device Fingerprinting with Magnetic Induction Signals Radiated by CPU Modules	5
Intelligent Video Ingestion for Real-time Traffic Monitoring	5
FioRa+: Empowering Energy Neutrality-aware Multicast Firmware Distributions in Energy-harvesting LoRa Networks	5
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	4
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	4
On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	4
Room-scale Location Trace Tracking via Continuous Acoustic Waves	4
Large-scale Video Analytics with Cloud–Edge Collaborative Continuous Learning	4
Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID Systems	4

Privacy Protection in 5G Positioning and Location-based Services Based on SGX	4
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	4
GaitSense: Towards Ubiquitous Gait-Based Human Identification with Wi-Fi	4
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	4
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	4
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	4
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	4
Model Pruning-enabled Federated Split Learning for Resource-constrained Devices in Artificial Intelligence Empowered Edge Computing Environment	4
Feasibility of Remote Blood Pressure Estimation via Narrow-band Multi-wavelength Pulse Transit Time	4
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	4
VibHead: An Authentication Scheme for Smart Headsets through Vibration	4
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	4
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	4
A Geometric and Hypothesis-Based Method for Low-Overlap, Sparse, and Featureless Point Set Matching	4
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	4
Multimodal Optimization of Edge Server Placement Considering System Response Time	4
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	4
Incentive Mechanism with Task Bundling for Mobile Crowd Sensing	4
Water Salinity Sensing with UAV-Mounted IR-UWB Radar	4
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	4
InPhase: Phase-based Ranging and Localization	4
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	4
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	4
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	4
AQuaMoHo : Localized Low-cost Outdoor Air Quality Sensing over a Thermo-hygrometer	3
Don’t Miss Weak Packets: Boosting LoRa Reception with Antenna Diversities	3
Adaptive Weighting via Federated Evaluation Mechanism for Domain Adaptation with Edge Devices	3
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	3
DeepMTD: Moving Target Defense for Deep Visual Sensing against Adversarial Examples	3
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	3
Online Resource Provisioning for Wireless Data Collection	3
OPTI: Order Preparation Time Inference for On-demand Delivery	3
Region-Different Network Reconfiguration in Disjoint Wireless Sensor Networks for Smart Agriculture Monitoring	3
A Many-objective Joint Device Selection and Aggregation Scheme for Federated Learning in IoV	3
LMAC: Efficient Carrier-Sense Multiple Access for LoRa	3
Safety-Critical Offloading with Constrained Reinforcement Learning for Multi-access Edge Computing	3
TempMesh – A Flexible Wireless Sensor Network for Monitoring River Temperatures	3
A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning	3
mm-CUR: A Novel Ubiquitous, Contact-free, and Location-aware Counterfeit Currency Detection in Bundles Using Millimeter-Wave Sensor	3
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City	3
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	3
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	3
Compressive Sensing Based Distributed Data Storage for Mobile Crowdsensing	3
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	3
Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation	3
ATPP : A Mobile App Prediction System Based on Deep Marked Temporal Point Processes	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
An Efficient Cross-Domain Fine Grain Proxy Re-encryption Scheme for Secure Transmission in IIOT	3
Detection and Identification of Non-cooperative UAV Using a COTS mmWave Radar	3
Resource-efficient Gaze Estimation via Frequency-domain Multi-task Contrastive Learning	3
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples	3
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	3
TagRecon: Fine-Grained 3D Reconstruction of Multiple Tagged Packages via RFID Systems	3
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	3
Adaptive Monitor Placement for Near Real-time Node Failure Localisation in Wireless Sensor Networks	3
A Survey on WiFi-based Human Identification: Scenarios, Challenges, and Current Solutions	3
DPShaping: Balancing Privacy Guarantee and Communication Cost in IoT Traffic Shaping	3
LiteWiSys: A Lightweight System for WiFi-based Dual-task Action Perception	3
Wireless Charging Scheduling for Long-term Utility Optimization	3
Secure Data Sharing over Vehicular Networks Based on Multi-sharding Blockchain	2
Energy-saving Service Offloading for the Internet of Medical Things Using Deep Reinforcement Learning	2
i-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR	2
A Differential Evolution Offloading Strategy for Latency and Privacy Sensitive Tasks with Federated Local-edge-cloud Collaboration	2
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives	2
Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals	2
Classification Learning Assisted Biosensor Data Analysis for Preemptive Plant Disease Detection	2
Artificial Intelligence of Things: A Survey	2
Introduction to the Special Section on Internet of Behavior for Emerging Technologies	2
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks	2
Distributed Node Deployment Algorithms in Mobile Wireless Sensor Networks: Survey and Challenges	2
A Quality-Aware Data Collection Scheme with Privacy for Cyber-Physical Immersive Networking Systems	2
An Amendable Multi-Function Control Method using Federated Learning for Smart Sensors in Agricultural Production Improvements	2
Deploying the Minimum Number of Rechargeable UAVs for a Quarantine Barrier	2
Privacy-Aware Offloading Strategy via Self-Supervised Feature Mapping in the End-Edge-Cloud System	2
BLEdge: Edge-centric Programming for BLE Applications with Multi-connection Optimization	2
Mitigating Query-based Neural Network Fingerprinting via Data Augmentation	2
EchoSensor: Fine-grained Ultrasonic Sensing for Smart Home Intrusion Detection	2
BiLSTM-based Federated Learning Computation Offloading and Resource Allocation Algorithm in MEC	2
RF-TESI: Radio Frequency Fingerprint-based Smartphone Identification under Temperature Variation	2
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks	2
Edge Intelligence Enabled Data Transmission in IoV: Integrating Link Optimization and Packet Routing	2
Energy-Delay Joint Optimization for Task Offloading in Digital Twin-Assisted Internet of Vehicles	2
Taxonomy and Recent Advance of Game Theoretical Approaches in Adversarial Machine Learning: A Survey	2
TSDroid: A Novel Android Malware Detection Framework Based on Temporal & Spatial Metrics in IoMT	2
Privacy-Preserving Three-Factor Authentication Protocol for Wireless Sensor Networks Deployed in Agricultural Field	2
Communication for Underwater Sensor Networks: A Comprehensive Summary	2
Collaborative WSN-UAV Data Collection in Smart Agriculture: A Bi-objective Optimization Scheme	2
RPWAEAuth: Sensor-Based Continuous Authentication Using Reconstruction Probability in Wasserstein Autoencoder	2
Exploiting Fine-grained Dimming with Improved LiFi Throughput	2
MultiSense: Cross-labelling and Learning Human Activities Using Multimodal Sensing Data	2
Resilient Deployment of Smart Nodes for Improving Confident Information Coverage in 5G IoT	2
Enabling Cross-technology Communication from LoRa to ZigBee in the 2.4 GHz Band	2
ECRLoRa: LoRa Packet Recovery under Low SNR via Edge–Cloud Collaboration	2
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning	2