Cover Image

Multimodal Physical Fitness Monitoring (PFM) Framework Based on TimeMAE-PFM in Wearable Scenarios

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Junjie, Zhang, Zheming, Xiang, Huachen, Tan, Yangquan, Huo, Linnan, Wang, Fengyi
Format:	Preprint
Published:	2024
Subjects:	Signal Processing Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Analytical Derivation of Quantization Error in Threshold Level Quantizers Using Bipolar PFM
by: Carrero, Ricardo, et al.
Published: (2026)

Interfacing PDM MEMS microphones with PFM spiking systems: Application for Neuromorphic Auditory Sensors
by: Jimenez-Fernandez, Angel, et al.
Published: (2019)

HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series
by: Lee, Simon A., et al.
Published: (2025)

Real-Time Forecasting of Pathological Gait via IMU Navigation: A Few-Shot and Generative Learning Framework for Wearable Devices
by: Zhang, Wenwen, et al.
Published: (2024)

Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors
by: Wang, Chunzhuo, et al.
Published: (2025)

Enhancing Wearable based Real-Time Glucose Monitoring via Phasic Image Representation Learning based Deep Learning
by: Zhu, Yidong, et al.
Published: (2024)

Unimodal and Multimodal Sensor Fusion for Wearable Activity Recognition
by: Bello, Hymalai
Published: (2024)

Explainable AI Using Inherently Interpretable Components for Wearable-based Health Monitoring
by: Kuschel, Maurice, et al.
Published: (2026)

Context-Aware Stress Monitoring using Wearable and Mobile Technologies in Everyday Settings
by: Aqajari, Seyed Amir Hossein, et al.
Published: (2023)

Cuffless Blood Pressure Estimation from Six Wearable Sensor Modalities in Multi-Motion-State Scenarios
by: Chen, Yiqiao, et al.
Published: (2025)

TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network
by: Bui, Nhat-Tan, et al.
Published: (2023)

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding
by: Zhang, Feifan, et al.
Published: (2025)

Representation Learning for Wearable-Based Applications in the Case of Missing Data
by: Jungo, Janosch, et al.
Published: (2024)

A CGAN-LSTM-Based Framework for Time-Varying Non-Stationary Channel Modeling
by: Guo, Keying, et al.
Published: (2025)

Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data
by: Liu, Mengna, et al.
Published: (2024)

AI-Driven Smart Sportswear for Real-Time Fitness Monitoring Using Textile Strain Sensors
by: Tang, Chenyu, et al.
Published: (2025)

A Survey on Multimodal Wearable Sensor-based Human Action Recognition
by: Ni, Jianyuan, et al.
Published: (2024)

New Test-Time Scenario for Biosignal: Concept and Its Approach
by: Jo, Yong-Yeon, et al.
Published: (2024)

Fitting Multiple Machine Learning Models with Performance Based Clustering
by: Lorasdagi, Mehmet Efe, et al.
Published: (2024)

TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders
by: Cheng, Mingyue, et al.
Published: (2023)

Smooth-Distill: A Self-distillation Framework for Multitask Learning with Wearable Sensor Data
by: Vu, Hoang-Dieu, et al.
Published: (2025)

Sequential Weakly Labeled Multi-Activity Localization and Recognition on Wearable Sensors using Recurrent Attention Networks
by: Wang, Kun, et al.
Published: (2020)

Unsupervised Multimodal Fusion of In-process Sensor Data for Advanced Manufacturing Process Monitoring
by: McKinney, Matthew, et al.
Published: (2024)

Improve the Fitting Accuracy of Deep Learning for the Nonlinear Schrödinger Equation Using Linear Feature Decoupling Method
by: Zhang, Yunfan, et al.
Published: (2024)

Time-bound Contextual Bio-ID Generation for Minimalist Wearables
by: Orzikulova, Adiba, et al.
Published: (2024)

Wearable-Based Real-time Freezing of Gait Detection in Parkinson's Disease Using Self-Supervised Learning
by: Soumma, Shovito Barua, et al.
Published: (2024)

Stress Detection Using Wearable Physiological and Sociometric Sensors
by: Mozos, Oscar Martinez, et al.
Published: (2026)

A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy Sensors
by: Nguyen, Minh Ngoc, et al.
Published: (2025)

Rapid Adaptation of SpO2 Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG
by: Liang, Zequan, et al.
Published: (2025)

A Physics-Embedded Dual-Learning Imaging Framework for Electrical Impedance Tomography
by: Yang, Xuanxuan, et al.
Published: (2024)

DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors
by: Li, Chia-Hao, et al.
Published: (2023)

Gaussian Process Regression for Active Sensing Probabilistic Structural Health Monitoring: Experimental Assessment Across Multiple Damage and Loading Scenarios
by: Amer, Ahmad, et al.
Published: (2021)

Toward Foundation Model for Multivariate Wearable Sensing of Physiological Signals
by: Luo, Yunfei, et al.
Published: (2024)

FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time
by: Jobayer, Md, et al.
Published: (2024)

Wearable Tracking of Eye and Body Movements During Breaching Training: Towards Real-Time Blast Injury Monitoring
by: Kemmerer, Jeremy P., et al.
Published: (2025)

A Review on Multisensor Data Fusion for Wearable Health Monitoring
by: John, Arlene, et al.
Published: (2024)

Deep-seeded Clustering for Emotion Recognition from Wearable Physiological Sensors
by: Conceição, Marta A., et al.
Published: (2023)

Prediction-Powered Risk Monitoring of Deployed Models for Detecting Harmful Distribution Shifts
by: Zhang, Guangyi, et al.
Published: (2026)

Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task
by: Haresamudram, Harish, et al.
Published: (2024)

SIMAC: A Semantic-Driven Integrated Multimodal Sensing And Communication Framework
by: Peng, Yubo, et al.
Published: (2025)