ACM Transactions on Sensor Networks

Article	Citations
SolarKey: Battery-free Key Generation Using Solar Cells	115
Edge-assisted Object Segmentation Using Multimodal Feature Aggregation and Learning	94
Achieving Panoramic View Coverage in Visual Mobile Crowd-Sensing Networks for Emergency Monitoring Applications	71
TimbreSense: Timbre Abnormality Detection for Bel Canto with Smart Devices	60
Graph Neural Networks in IoT: A Survey	59
Energy-collision-aware Minimum Latency Aggregation Scheduling for Energy-harvesting Sensor Networks	51
Travel Time Prediction Method Based on Spatial-Feature-based Hierarchical Clustering and Deep Multi-input Gated Recurrent Unit	40
Privacy Protection in 5G Positioning and Location-based Services Based on SGX	40
Data Privacy Enhancing in the IoT User/Device Behavior Analytics	35
Introduction to the Special Section on Resiliency for AI-enabled Smart Critical Infrastructures for 5G and Beyond	26
The Hunting-style Deployment of Underwater Sensor Networks	25
A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method	23
Network Lifetime Optimization in Multi-hop Industrial Cognitive Radio Sensor Networks	22
Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization	22
FedSuper: A Byzantine-Robust Federated Learning Under Supervision	22
Cost-Efficient Deep Neural Network Placement in Edge Intelligence-Enabled Internet of Things	21
Toward Data Transmission Security Based on Proxy Broadcast Re-encryption in Edge Collaboration	21
Scale Attentive Aggregation Network for Crowd Counting and Localization in Smart City	20
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios	20
Scalable Privacy-preserving Geo-distance Evaluation for Precision Agriculture IoT Systems	18
Task Planning Considering Location Familiarity in Spatial Crowdsourcing	17
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation	16
Practical Charger Placement Scheme for Wireless Rechargeable Sensor Networks with Obstacles	16
Enabling Surveillance Cameras to Navigate	15
AsTAR: Sustainable Energy Harvesting for the Internet of Things through Adaptive Task Scheduling	15

On Neuroevolution of Multi-Input Compositional Pattern Producing Networks: A Case of Entertainment Computing, Edge Devices, and Smart Cities	15
ISF: Security Analysis and Assessment of Smart Home IoT-based Firmware	15
Introduction to the Special Section on Energy-efficient and Secure Computing for Artificial Intelligence and Beyond	14
ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction	14
A Model Personalization-based Federated Learning Approach for Heterogeneous Participants with Variability in the Dataset	14
InPhase: Phase-based Ranging and Localization	14
Taxonomy and Recent Advance of Game Theoretical Approaches in Adversarial Machine Learning: A Survey	14
UETOPSIS: A Data-Driven Intelligence Approach to Security Decisions for Edge Computing in Smart Cities	14
Adaptive Offloading of Transformer Inference for Weak Edge Devices with Masked Autoencoders	14
Hypergraph-based Truth Discovery for Sparse Data in Mobile Crowdsensing	14
Multimodal Optimization of Edge Server Placement Considering System Response Time	14
Robust Classification and 6D Pose Estimation by Sensor Dual Fusion of Image and Point Cloud Data	14
Editorial from the Editor-in-Chief	13
An Anonymous Authenticated Group Key Agreement Scheme for Transfer Learning Edge Services Systems	13
Scalable Estimator for Multi-task Gaussian Graphical Models Based in an IoT Network	12
Predicting the Impact of Disruptions to Urban Rail Transit Systems	12
A MEC Offloading Strategy Based on Improved DQN and Simulated Annealing for Internet of Behavior	12
A Robust Learning Framework for Smart Grids in Defense Against False-Data Injection Attacks	12
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning	12
XNAS: A Regressive/Progressive NAS for Deep Learning	12
Design, Deployment, and Evaluation of an Industrial AIoT System for Quality Control at HP Factories	11
PDGes: An Interpretable Detection Model for Parkinson’s Disease Using Smartphones	11
Communication-Topology-preserving Motion Planning: Enabling Static Routing in UAV Networks	11
IMeP: Impedance Matching Enhanced Power-Delivered-to-Load Optimization for Magnetic MIMO Wireless Power Transfer System	11
Chipnet: Enabling Large-scale Backscatter Network with Processor-free Devices	11
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks	11
Energy-Aware Algorithm for Assignment of Relays in LP WAN	11
TG-SPRED: Temporal Graph for Sensorial Data PREDiction	11
Flow-Time Minimization for Timely Data Stream Processing in UAV-Aided Mobile Edge Computing	10
Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System	10
An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning	10
VibHead: An Authentication Scheme for Smart Headsets through Vibration	10
Privacy-preserving Data Aggregation against Malicious Data Mining Attack for IoT-enabled Smart Grid	9
Who Should We Blame for Android App Crashes? An In-Depth Study at Scale and Practical Resolutions	9
A Double Auction for Charging Scheduling among Vehicles Using DAG-Blockchains	9
A Contactless Authentication System Based on WiFi CSI	9
InferLoc: Hypothesis-Based Joint Edge Inference and Localization in Sparse Sensor Networks	9
Revolving Scanning on Tagged Objects: 3D Structure Detection of Logistics Packages via RFID Systems	8
Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing	8
Obfuscating Ciphertext-Policy Attribute-Based Re-Encryption for Sensor Networks with Cloud Storage	8
Semi-supervised Intrusive Appliance Load Monitoring in Smart Energy Monitoring System	8
DAG Scheduling in Mobile Edge Computing	8
i-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR	8
DMCP: A Distributed Mobile Charging Protocol in Wireless Rechargeable Sensor Networks	7
TrinitySLAM: On-board Real-time Event-image Fusion SLAM System for Drones	7
GraphSmart: A Method for Green and Accurate IoT Water Monitoring	7
Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities	7
WiCAM2.0: Imperceptible and Targeted Attack on Deep Learning based WiFi Sensing	7
SecoInfer: Secure DNN End-Edge Collaborative Inference Framework Optimizing Privacy and Latency	7
Distributed Node Deployment Algorithms in Mobile Wireless Sensor Networks: Survey and Challenges	7

DSME-LoRa: Seamless Long-range Communication between Arbitrary Nodes in the Constrained IoT	7
VSSB-Raft: A Secure and Efficient Zero Trust Consensus Algorithm for Blockchain	7
Real-time Cyber-Physical Security Solution Leveraging an Integrated Learning-Based Approach	6
Enabling Cross-technology Communication from LoRa to ZigBee in the 2.4 GHz Band	6
ID-Based Multireceiver Homomorphic Proxy Re-Encryption in Federated Learning	6
PaSTG: A Parallel Spatio-Temporal GCN Framework for Traffic Forecasting in Smart City	6
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks	6
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System	6
When Tags ‘Read’ Each Other: Enabling Low-Cost and Convenient Tag Mutual Identification	6
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks	6
Analysis and Design of a MuSiC-Based Angle of Arrival Positioning System	6
Enabling Cross-technology Communication from LoRa to ZigBee via Payload Encoding in Sub-1 GHz Bands	6
A Novel Clustering Algorithm for Monitoring Paddy Growth Through Satellite Image Processing.	6
ClusterFL: A Clustering-based Federated Learning System for Human Activity Recognition	6
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks	5
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks	5
Cost Minimization of Digital Twin Placements in Mobile Edge Computing	5
UltraCLR: Contrastive Representation Learning Framework for Ultrasound-based Sensing	5
Centralized Monitored Spectrum Management using Multi-resource Parallel Sensing in Cognitive Radio Networks	5
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives	5
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks	5
Multi-sensor Data-driven Route Prediction in Instant Delivery with a 3-Conversion Network	5
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field	5
A Trusted Paradigm of Data Management for Blockchain-Enabled Internet of Vehicles in Smart Cities	5
Multi-User Room-Scale Respiration Tracking Using COTS Acoustic Devices	5
Link Quality Estimation of Cross-Technology Communication: The Case with Physical-Level Emulation	5
Introduction to the Special Section on Internet of Behavior for Emerging Technologies	5
COFlood: Concurrent Opportunistic Flooding in Asynchronous Duty Cycle Networks	5
Key Extraction Using Ambient Sounds for Smart Devices	5
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity	5
Privacy-Aware Offloading Strategy via Self-Supervised Feature Mapping in the End-Edge-Cloud System	4
Model-Driven Deep Neural Network for Enhancing Direction Finding with Commodity 5G gNodeB	4
Resilient Deployment of Smart Nodes for Improving Confident Information Coverage in 5G IoT	4
COVID-19 Diagnosis System Based on Chest X-ray Images Using Optimized Convolutional Neural Network	4
Enabling Cost-effective Wireless Data Collection by Piggybacking on Delivery Drones in Agriculture	4
A Mobile-assisted Edge Computing Framework for Emerging IoT Applications	4
On the Inference of Original Graph Information from Graph Embeddings	4
Privacy-Preserving Three-Factor Authentication Protocol for Wireless Sensor Networks Deployed in Agricultural Field	4
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing	4
Taming the Errors in Cross-Technology Communication: A Probabilistic Approach	4
Physics-directed Data Augmentation for Deep Model Transfer to Specific Sensor	4
Push the Limit of Millimeter-wave Radar Localization	4
On Node Localizability Identification in Barycentric Linear Localization	4
Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery	4
Sensing the Sensor: Estimating Camera Properties with Minimal Information	4
Stabilizing Dynamic Backscatter for Swift and Accurate Object Tracking	4
Evaluation of Low-cost Air Quality Sensor Calibration Models	4
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming	4
ECRLoRa: LoRa Packet Recovery under Low SNR via Edge–Cloud Collaboration	4
Measurement-Based Optimization of Cell Selection in NB-IoT Networks	4
Greentooth: Robust and Energy Efficient Wireless Networking for Batteryless Devices	4
Breaking Cellular IoT with Forged Data-plane Signaling: Attacks and Countermeasure	4
LightGyro: A Batteryless Orientation Measuring Scheme Based on Light Reflection	4
E-TPE: E fficient T humbnail- P reserving E ncryption for Privacy Protection	4
GPART: Partitioning Maximal Redundant Rigid and Maximal Global Rigid Components in Generic Distance Graphs	4
PnA: Robust Aggregation Against Poisoning Attacks to Federated Learning for Edge Intelligence	4
Drone-Based Bug Detection in Orchards with Nets: A Novel Orienteering Approach	4
Evaluating Compressive Sensing on the Security of Computer Vision Systems	3
Towards Efficient and Deposit-Free Blockchain-Based Spatial Crowdsourcing	3
From Demodulation to Decoding: Toward Complete LoRa PHY Understanding and Implementation	3
Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy	3
GaitSense: Towards Ubiquitous Gait-Based Human Identification with Wi-Fi	3
Availability-aware Provision of Service Function Chains in Mobile Edge Computing	3
SearchAuth: Neural Architecture Search-based Continuous Authentication Using Auto Augmentation Search	3
Artificial Intelligence of Things: A Survey	3
Classification Learning Assisted Biosensor Data Analysis for Preemptive Plant Disease Detection	3
Underwater IoT Network by Blind MIMO OFDM Transceiver Based on Probabilistic Stone’s Blind Source Separation	3
WiFine: Real-Time Gesture Recognition Using Wi-Fi with Edge Intelligence	3
Wavoice: An mmWave-Assisted Noise-Resistant Speech Recognition System	3
Towards Distributed Flow Scheduling in IEEE 802.1Qbv Time-Sensitive Networks	3
A Differential Evolution Offloading Strategy for Latency and Privacy Sensitive Tasks with Federated Local-edge-cloud Collaboration	3
Robust Networking: Dynamic Topology Evolution Learning for Internet of Things	3
Reliability–Security Tradeoff Analysis in mmWave Ad Hoc–based CPS	3
MSEva: A Musculoskeletal Rehabilitation Evaluation System Based on EMG Signals	3
AdaMEC: Towards a Context-adaptive and Dynamically Combinable DNN Deployment Framework for Mobile Edge Computing	3
Joint Deployment Strategy of Battery-Free Sensor Networks with Coverage Guarantee	3
PigSense: Structural Vibration-based Activity and Health Monitoring System for Pigs	3
Introduction to the Special Section on Contact-free Smart Sensing in AIoT	3
VILL: Toward Efficient and Automatic Visual Landmark Labeling	3
CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace	3

Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild	3
Exploring Partially Overlapping Channels for Low-power Wide Area Networks	3
Taming Irregular Cardiac Signals for Biometric Identification	3
PolarScheduler : Dynamic Transmission Control for Floating LoRa Networks	3
IUAC: Inaudible Universal Adversarial Attacks Against Smart Speakers	3
CoRec: An Efficient Internet Behavior-based Recommendation Framework with Edge-cloud Collaboration on Deep Convolution Neural Networks	3
Clustering-based Efficient Privacy-preserving Face Recognition Scheme without Compromising Accuracy	3
DeepMTD: Moving Target Defense for Deep Visual Sensing against Adversarial Examples	2
FlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty	2
Optimizing Comprehensive Cost of Charger Deployment in Multi-hop Wireless Charging	2
Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning	2
BLEdge: Edge-centric Programming for BLE Applications with Multi-connection Optimization	2
Collaborative WSN-UAV Data Collection in Smart Agriculture: A Bi-objective Optimization Scheme	2
DeFFusion: CNN-based Continuous Authentication Using Deep Feature Fusion	2
Mring: Contactless MR/AR Extended Input Method Based on Magnetic Signal	2
Understanding Long Range-Frequency Hopping Spread Spectrum (LR-FHSS) with Real-World Packet Traces	2
Solar-powered Parking Analytics System Using Deep Reinforcement Learning	2
S×C4IoT: A Security-by-contract Framework for Dynamic Evolving IoT Devices	2
Trajectory Planning using Transfer Learning and Wireless Sensor Network for Target Search Mobile Robot	2
Energy and QoE Optimization for Mobile Video Streaming with Adaptive Brightness Scaling	2
BiLSTM-based Federated Learning Computation Offloading and Resource Allocation Algorithm in MEC	2
Fair and Robust Federated Learning via Decentralized and Adaptive Aggregation based on Blockchain	2
MultiSense: Cross-labelling and Learning Human Activities Using Multimodal Sensing Data	2
Exploiting Fine-grained Dimming with Improved LiFi Throughput	2
Attack-aware Synchronization-free Data Timestamping in LoRaWAN	2
Mitigating Query-based Neural Network Fingerprinting via Data Augmentation	2
Generalized Zero-Shot Activity Recognition with Embedding-Based Method	2
IMF 2 O 2 : A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks	2
An Efficient Data Protection Scheme Based on Hierarchical ID-Based Encryption for MQTT	2
On-device Training: A First Overview on Existing Systems	2
WiVelo: Fine-grained Wi-Fi Walking Velocity Estimation	2
ChaseCharge: Charging Sensors by Chasing in Sensor-Cloud Systems	2
AECT: Accurate Energy Efficient Contact Tracing Using Smart Phones for Infectious Disease Detection	2
AI-Based Efficient WUGS Network Channel Modeling and Clustered Cooperative Communication	2
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale	2
SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments	2
Self-Supervised EEG Representation Learning for Robust Emotion Recognition	2
Towards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles	2
DRL-based Content Caching Strategy With Efficient User Preference Predictions in UAV-assisted VEC	2
Intelligent Cooperative Caching at Mobile Edge based on Offline Deep Reinforcement Learning	2
An Online Resource Management for Obscured Sensors in Agriculture using UAV	2
Exploring Deep Reinforcement Learning for Holistic Smart Building Control	2
RF-TESI: Radio Frequency Fingerprint-based Smartphone Identification under Temperature Variation	2
Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals	2
A DRL-based Partial Charging Algorithm for Wireless Rechargeable Sensor Networks	2
SecEG: A Secure and Efficient Strategy against DDoS Attacks in Mobile Edge Computing	1
Improving Sensor Network Performance with Directional Antennas: A Cross-layer Optimization	1
CPS Attack Detection under Limited Local Information in Cyber Security: An Ensemble Multi-Node Multi-Class Classification Approach	1
MERA: Meta-Learning Based Runtime Adaptation for Industrial Wireless Sensor-Actuator Networks	1
FusionTrack: Towards Accurate Device-free Acoustic Motion Tracking with Signal Fusion	1
Wireless Localization with Spatial-Temporal Robust Fingerprints	1
Holistic Energy Awareness and Robustness for Intelligent Drones	1
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City	1
Evaluating Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition	1
Physical-Assisted Routing for Proactive Avoidance of Nomadic Obstacles in IoT	1
Parallel Finite Field Algorithms for Communications and Sensor Networks	1
Ubi-AD: Towards Ubiquitous, Passive Alzheimer Detection using the Smartwatch	1
A Secure and Anonymous Communicate Scheme over the Internet of Things	1
Transition Model–driven Unsupervised Localization Framework Based on Crowd-sensed Trajectory Data	1
Context-Aware Magnetic MIMO Wireless Charging with Parallel In-Band Communication	1
Wave-CapNet: A Wavelet Neuron-based Wi-Fi Sensing Model for Human Identification	1
Deep Hierarchical Attention Active Learning for Mental Disorder Unlabeled Data in AIoMT	1
Concurrent Low-power Listening: A New Design Paradigm for Duty-cycling Communication	1
RLC: A Reinforcement Learning-Based Charging Algorithm for Mobile Devices	1
Adaptive Weighting via Federated Evaluation Mechanism for Domain Adaptation with Edge Devices	1
Smartphone-Based Indoor Visual Navigation with Leader-Follower Mode	1
Queec: QoE-aware Edge Computing for IoT Devices under Dynamic Workloads	1
Improving Quality of Service in 5G Resilient Communication with the Cellular Structure of Smartphones	1
EchoSensor: Fine-grained Ultrasonic Sensing for Smart Home Intrusion Detection	1
Towards Reliable Driver Drowsiness Detection Leveraging Wearables	1
RACEME: Embedded Intelligence for Correlation-driven Predictive Energy-harvesting Management in LoRa Networks	1
HCCNet: Hybrid Coupled Cooperative Network for Robust Indoor Localization	1
BEANet: An Energy-efficient BLE Solution for High-capacity Equipment Area Network	1
GSAA: A Novel Graph Spatiotemporal Attention Algorithm for Smart City Traffic Prediction	1
Using Reinforcement Learning to Escape Automatic Filter-based Adversarial Example Defense	1
Detect Insider Attacks in Industrial Cyber-physical Systems Using Multi-physical Features-based Fingerprinting	1
Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number	1
Truthful and Optimal Data Preservation in Base Station-less Sensor Networks: An Integrated Game Theory and Network Flow Approach	1
Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks	1
Taking Wireless Underground: A Comprehensive Summary	1
Secure and Efficient Item Traceability for Cloud-Aided IIoT	1
mmSign: mmWave-based Few-Shot Online Handwritten Signature Verification	1
Introduction to the Special Issue on Artificial Intelligence for Underwater Sensor Networks	1
The Design and Implementation of a Steganographic Communication System over In-Band Acoustical Channels	1
A Resource Allocation Scheme for Edge Computing Network in Smart City Based on Attention Mechanism	1
Tensor-Based Viterbi Algorithms for Collaborative Cloud-Edge Cyber-Physical-Social Activity Prediction	1
RoboCam: Model-Based Robotic Visual Sensing for Precise Inspection of Mesh Screens	1
PAM-FOG Net: A Lightweight Weed Detection Model Deployed on Smart Weeding Robots	1
TagRecon: Fine-Grained 3D Reconstruction of Multiple Tagged Packages via RFID Systems	1
Num2vec: Pre-Training Numeric Representations for Time Series Forecasting in the Sensing System	1
Energy Optimized Task Mapping for Reliable and Real-Time Networked Systems	1
An Efficient RFID Tag Search Protocol Based on Historical Information Reasoning for Intelligent Farm Management	1
eDeepSave: Saving DNN Inference using Early Exit During Handovers in Mobile Edge Environment	1
TFSemantic: A Time–Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals	1
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples	1