FIU Discovery

APC: Contactless healthy sitting posture monitoring with microphone array

Contactless wheat foreign material monitoring and localization with passive RFID tag arrays.  COMPUTER COMMUNICATIONS.  215:29-40.

TFSemantic: A Time-Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals.  ACM TRANSACTIONS ON SENSOR NETWORKS. 

Respiratory biofeedback using acoustic sensing with smartphones

Wi-Wheat+: Contact-free wheat moisture sensing with commodity WiFi based on entropy

Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition

TARF: Technology-Agnostic RF Sensing for Human Activity Recognition.  IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS.  27:636-647.

Adversarial Deep Learning for Indoor Localization With Channel State Information Tensors.  IEEE INTERNET OF THINGS JOURNAL.  9:18182-18194.

RFID Tag Localization With a Sparse Tag Array.  IEEE INTERNET OF THINGS JOURNAL.  9:16976-16989.

Contact-free wheat mildew detection with commodity wifi

RFID-based 3D human pose tracking: A subject generalization approach

AN OVERVIEW OF 3GPP POSITIONING STANDARDS

Environment Adaptive RFID-Based 3D Human Pose Tracking With a Meta-Learning Approach

Temperature Forecasting for Stored Grain: A Deep Spatiotemporal Attention Approach.  IEEE INTERNET OF THINGS JOURNAL.  8:17147-17160.

RFID-Pose: Vision-Aided Three-Dimensional Human Pose Estimation With Radio-Frequency Identification.  IEEE TRANSACTIONS ON RELIABILITY.  70:1218-1231.

Indoor Fingerprinting With Bimodal CSI Tensors: A Deep Residual Sharing Learning Approach.  IEEE INTERNET OF THINGS JOURNAL.  8:4498-4513.

Smartphone sonar-based contact-free respiration rate monitoring

Respiration Monitoring With RFID in Driving Environments.  IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS.  39:500-512.

Indoor Radio Map Construction and Localization With Deep Gaussian Processes.  IEEE INTERNET OF THINGS JOURNAL.  7:11238-11249.

Unsupervised Drowsy Driving Detection With RFID.  IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY.  69:8151-8163.

On CSI-Based Vital Sign Monitoring Using Commodity WiFi

Indoor Localization Using Smartphone Magnetic and Light Sensors: a Deep LSTM Approach.  MOBILE NETWORKS & APPLICATIONS.  25:819-832.

RFHUI: an RFID based human-unmanned aerial vehicle interaction system in an indoor environment

Forecasting of Grain Pile Temperature From Meteorological Factors Using machine Learning.  IEEE ACCESS.  7:130721-130733.

Robust RFID Based 6-DoF Localization for Unmannad Aerial Vehicles.  IEEE ACCESS.  7:77348-77361.

Unsupervised Detection of Apnea Using Commodity RFID Tags With a Recurrent Variational Autoencoder.  IEEE ACCESS.  7:67526-67538.

RF Sensing in the Internet of Things: A General Deep Learning Framework.  IEEE COMMUNICATIONS MAGAZINE.  56:62-67.

TensorBeat: Tensor Decomposition for Monitoring Multiperson Breathing Beats with Commodity WiFi.  ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY.  9.

AN OVERVIEW OF 3GPP CELLULAR VEHICLE-TO-EVERYTHING STANDARDS

BiLoc: Bi-Modal Deep Learning for Indoor Localization With Commodity 5GHz WiFi.  IEEE ACCESS.  5:4209-4220.

CSI-Based Fingerprinting for Indoor Localization: A Deep Learning Approach.  IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY.  66:763-776.

CSI Phase Fingerprinting for Indoor Localization With a Deep Learning Approach.  IEEE INTERNET OF THINGS JOURNAL.  3:1113-1123.

A SURVEY OF LTE WI-FI COEXISTENCE IN UNLICENSED BANDS

Deep Convolutional Neural Networks for Indoor Localization with CSI Images.  IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING.  7:316-327.

Resilient Respiration Rate Monitoring With Realtime Bimodal CSI Data.  IEEE SENSORS JOURNAL.  20:10187-10198.

Contactless Vital Signs Monitoring

Acoustic-based vital signs monitoring.  281-301.

Human physiology and contactless vital signs monitoring using camera and wireless signals.  1-24.

RFID-based unsupervised apnea detection in health care system.  31-52.

Sleep Monitoring Using WiFi Signal.  1300-1306.

Deep learning for indoor localization based on bimodal CSI data.  343-369.

Sleep Monitoring Using WiFi Signal.  1-7.

Experience: Large-scale Cellular Localization for Pickup Position Recommendation at Black-hole.  1-15.

Preventing Discriminatory Decision-making in Evolving Data Streams.  149-159.

Adversarial Attack and Defense for WiFi-based Apnea Detection System

Backdoor Attacks Against Deep Learning-based Massive MIMO Localization.  2796-2801.

Classical to Quantum Transfer Learning Framework for Wireless Sensing Under Domain Shift.  3167-3172.

Foreign Material Detection and Localization in Stored Grain with Passive RFID Tag Arrays.  193-196.

Inter-Temporal Reward Decisions with Strategic Ethical Hackers

MAA: Modulation-adaptive Acoustic Gesture Recognition.  62-70.

Optimization and Improvement of Fake News Detection using Voting Technique for Societal Benefit.  1565-1574.

Rethinking Learning Rate Tuning in the Era of Large Language Models.  112-121.

WiWm-EP: Wi-Fi CSI-based Wheat Moisture Detection Using Equivalent Permittivity

Cross-Domain Adaptation for RF Fingerprinting Using Prototypical Networks.  812-813.

Deep IoT Monitoring: Filtering IoT Traffic Using Deep Learning.  120-136.

Demo Abstract: Environment-adaptive 3D Human Pose Tracking with RFID

Demo Abstract: Technology-agnostic Approach to RF based Human Activity Recognition

Robust Massive MIMO Localization Using Neural ODE in Adversarial Environments.  4866-4871.

TagSense: Robust Wheat Moisture and Temperature Sensing Using a Passive RFID Tag.  1617-1622.

Voice Fingerprinting for Indoor Localization with a Single Microphone Array and Deep Learning.  21-26.

WiPd: Contactless Water-Injected Pork Detection Using Commodity WiFi Devices.  243-251.

Adversarial Attacks on Deep Learning-based Floor Classification and Indoor Localization.  7-12.

Adversarial Human Activity Recognition Using Wi-Fi CSI

DEEP CONVOLUTIONAL GAUSSIAN PROCESSES FOR MMWAVE OUTDOOR LOCALIZATION.  8323-8327.

Meta-Pose: Environment-adaptive Human Skeleton Tracking with RFID

Data Augmentation with Conditional GAN for Automatic Modulation Classification.  31-36.

Deep Spatio-Temporal Attention Model for Grain Storage Temperature Forecasting.  593-600.

Demo Abstract: Vision-aided 3D Human Pose Estimation with RFID.  628-629.

Fingerprinting-based Indoor and Outdoor Localization with LoRa and Deep Learning

Race classification based iris image segmentation.  DISTRIBUTED COMPUTING (DISC 2014). 383-393.

Subject-adaptive Skeleton Tracking with RFID.  599-606.

Grain Pile Temperature Forecasting from Weather Factors: A Support Vector Regression Approach

MiFi: Device-free Wheat Mildew Detection Using Off-the-shelf WiFi Devices

RFID-based Driving Fatigue Detection

SparseTag: High-Precision Backscatter Indoor Localization with Sparse RFID Tag Arrays

AutoTag: Recurrent Variational Autoencoder for Unsupervised Apnea Detection with RFID Tags

DeepML: Deep LSTM for Indoor Localization with Smartphone Magnetic and Light Sensors

DeepMap: Deep Gaussian Process for Indoor Radio Map Construction and Location Estimation

Multi-Class Wheat Moisture Detection with 5GHz Wi-Fi: A Deep LSTM Approach

RFHUI: An Intuitive and Easy-to-Operate Human-UAV Interaction System for Controlling a UAV in a 3D Space.  69-76.

Wi-Wheat: Contact-free Wheat Moisture Detection with Commodity WiFi

Sonarbeat: Sonar Phase for Breathing Beat Monitoring with Smartphones

CiFi: Deep Convolutional Neural Networks for Indoor Localization with 5GHz Wi-Fi

PhaseBeat: Exploiting CSI Phase Data for Vital Sign Monitoring with Commodity WiFi Devices.  1230-1239.

ResBeat: Resilient Breathing Beats Monitoring with Realtime Bimodal CSI data

ResLoc: Deep Residual Sharing Learning for Indoor Localization with CSI Tensors

SonarBeat: Sonar Phase for Breathing Beat Monitoring with Smartphones

DeepFi: Deep Learning for Indoor Fingerprinting Using Channel State Information.  1666-1671.

Mobility Improves LMI-based Cooperative Indoor Localization.  2215-2220.

PhaseFi: Phase Fingerprinting for Indoor Localization with a Deep Learning Approach

Phasefi: phase fingerprinting for indoor localization with a deep learning approach

Deployment of High Altitude Platforms in Heterogeneous Wireless Sensor Network via MRF-MAP and Potential Games.  1446-1451.

Deployment of high altitude platforms network: A game theoretic approach.  304-308.

Energy-Efficient Deployment of Airships for High Altitude Platforms: A Deterministic Annealing Approach

A game approach for dynamic resource allocation in cognitive radio networks

An optimal model and solution of deployment of airships for high altitude platforms

Foreword.  xv-xvi.

CA²T: Cooperative Antenna Arrays Technique for Pinpoint Indoor Localization.  ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY. 392-399.