Imagen de Portada

PulseFi: A Low Cost Robust Machine Learning System for Accurate Cardiopulmonary and Apnea Monitoring Using Channel State Information

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Kocheta, Pranay, Bhatia, Nayan Sanjay, Obraczka, Katia
Formato:	Preprint
Publicado:	2025
Materias:	Signal Processing Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization
por: Bhatia, Nayan Sanjay, et al.
Publicado: (2025)

Indoor Localization using Compact, Telemetry-Agnostic, Transfer-Learning Enabled Decoder-Only Transformer
por: Bhatia, Nayan Sanjay, et al.
Publicado: (2025)

WiRM: Wireless Respiration Monitoring Using Conjugate Multiple Channel State Information and Fast Iterative Filtering in Wi-Fi Systems
por: Rhodes, James, et al.
Publicado: (2025)

ESPARGOS: An Ultra Low-Cost, Realtime-Capable Multi-Antenna WiFi Channel Sounder
por: Euchner, Florian, et al.
Publicado: (2025)

Continuous SpO2 Monitoring Using Reflectance Pulse Oximetry at the Wrist and Upper Arm During Overnight Sleep Apnea Recordings
por: Adam, Karen, et al.
Publicado: (2025)

WiLoc: Massive Measured Dataset of Wi-Fi Channel State Information with Application to Machine-Learning Based Localization
por: Zhang, Yuning, et al.
Publicado: (2026)

Detection of Sleep Apnea-Hypopnea Events Using Millimeter-wave Radar and Pulse Oximeter
por: Wang, Wei, et al.
Publicado: (2024)

A Software-Defined and Distributed Wi-Fi Channel-State Information Acquisition Testbed
por: Zumegen, Frederik, et al.
Publicado: (2024)

Accurate Radar-Based Detection of Sleep Apnea Using Overlapping Time-Interval Averaging
por: Hasegawa, Kodai, et al.
Publicado: (2025)

Same Signal, Different Story: Demystifying Receiver Effects in Wi-Fi Channel State Information
por: Portner, Fabian, et al.
Publicado: (2026)

Fusion of Millimeter-wave Radar and Pulse Oximeter Data for Low-burden Diagnosis of Obstructive Sleep Apnea-Hypopnea Syndrome
por: Wang, Wei, et al.
Publicado: (2025)

GNSS Jamming and Spoofing Monitoring Using Low-Cost COTS Receivers
por: Kriezis, Argyris, et al.
Publicado: (2025)

Reliable Traffic Monitoring Using Low-Cost Doppler Radar Units
por: Naidoo, Mishay, et al.
Publicado: (2025)

Passive Channel Charting: Locating Passive Targets using Wi-Fi Channel State Information
por: Euchner, Florian, et al.
Publicado: (2025)

Wi-Fi Sensing Tool Release: Gathering 802.11ax Channel State Information from a Commercial Wi-Fi Access Point
por: Wang, Zisheng, et al.
Publicado: (2025)

Extracting Range-Doppler Information of Moving Targets from Wi-Fi Channel State Information
por: Sanson, Jessica, et al.
Publicado: (2025)

High-Fidelity and Location-Robust Respiratory Waveform Monitoring with Single-Antenna WiFi
por: Wang, Hefei, et al.
Publicado: (2026)

Accurate Closed-Form Solution for Symbol Error Probability in Hexagonal QAM
por: Sukhsagar, et al.
Publicado: (2024)

Optimum Power Allocation for Low Rank Wi-Fi Channels: A Comparison with Deep RL Framework
por: Mohsin, Muhammad Ahmed, et al.
Publicado: (2025)

Deep Learning-based Automated Diagnosis of Obstructive Sleep Apnea and Sleep Stage Classification in Children Using Millimeter-wave Radar and Pulse Oximeter
por: Wang, Wei, et al.
Publicado: (2024)

Channel Extrapolation for MIMO Systems with the Assistance of Multi-path Information Induced from Channel State Information
por: Gao, Yuan, et al.
Publicado: (2026)

Robust Deep Joint Source-Channel Coding Enabled Distributed Image Transmission with Imperfect Channel State Information
por: Dong, Biao, et al.
Publicado: (2024)

Delay-Synchronous Wideband Channel Sounding Using Off-The-Shelf Multi-Antenna WiFi Devices
por: Yamamoto, Koji, et al.
Publicado: (2026)

Leafeon: Towards Accurate, Robust and Low-cost Leaf Water Content Sensing Using mmWave Radar
por: Cardamis, Mark, et al.
Publicado: (2024)

Inertial Magnetic SLAM Systems Using Low-Cost Sensors
por: Huang, Chuan, et al.
Publicado: (2025)

Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements
por: Deutschmann, Benjamin J. B., et al.
Publicado: (2024)

Hiding Secrets in the CSI Quotient: A Robust Wi-Fi CSI Steganography System
por: Guo, Jiamu, et al.
Publicado: (2026)

Radar Positioning for Accurate Sensing of Pulse Waves at Multiple Sites Using a 3D Human Model
por: Koshisaka, Takehito, et al.
Publicado: (2024)

Optimal Power Allocation and Time Sharing in Low Rank Multi-carrier Wi-Fi Channels
por: Bhattacharya, Sagnik, et al.
Publicado: (2024)

User-Centric Machine Learning for Resource Allocation in MPTCP-Enabled Hybrid LiFi and WiFi Networks
por: Ji, Han, et al.
Publicado: (2024)

Fast and Robust Stationary Crowd Counting with Commodity WiFi
por: Torun, Mert, et al.
Publicado: (2025)

Measurement Methodology for Determining the Optimal Frequency Domain Configuration to Accurately Record WiFi Exposure Levels
por: Fernandez, M., et al.
Publicado: (2024)

WiFi-Diffusion: Achieving Fine-Grained WiFi Radio Map Estimation With Ultra-Low Sampling Rate by Diffusion Models
por: Liu, Zhiyuan, et al.
Publicado: (2025)

BEM-Assisted Low-Complexity Channel Estimation for AFDM Systems over Doubly Selective Channels
por: Liu, Limin, et al.
Publicado: (2025)

Low-Complexity Channel Estimation for RIS-Assisted ISAC System
por: Zhen, Chen, et al.
Publicado: (2025)

Exact Sum Distribution of alpha-eta-kappa-mu Fading Channels for Statistical Performance Analysis of RRS-Based Wireless Transmission
por: Wani, Rayees Ahmad, et al.
Publicado: (2025)

PuLsE: Accurate and Robust Ultrasound-based Continuous Heart-Rate Monitoring on a Wrist-Worn IoT Device
por: Giordano, Marco, et al.
Publicado: (2024)

Terminal Orientation in OFDM-based LiFi Systems
por: Purwita, Ardimas Andi, et al.
Publicado: (2018)

Robust Low-Cost Drone Detection and Classification in Low SNR Environments
por: Glüge, Stefan, et al.
Publicado: (2024)

Wi-Fi Beyond Communications: Experimental Evaluation of Respiration Monitoring and Motion Detection Using COTS Devices
por: Liu, Jiuyu, et al.
Publicado: (2024)