Cargando…

Smartphone-Based Activity Recognition Using Multistream Movelets Combining Accelerometer and Gyroscope Data

Physical activity patterns can reveal information about one’s health status. Built-in sensors in a smartphone, in comparison to a patient’s self-report, can collect activity recognition data more objectively, unobtrusively, and continuously. A variety of data analysis approaches have been proposed i...

Descripción completa

Detalles Bibliográficos
Autores principales:	Huang, Emily J., Yan, Kebin, Onnela, Jukka-Pekka
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002497/ https://www.ncbi.nlm.nih.gov/pubmed/35408232 http://dx.doi.org/10.3390/s22072618

Ejemplares similares

Augmented Movelet Method for Activity Classification Using Smartphone Gyroscope and Accelerometer Data
por: Huang, Emily J., et al.
Publicado: (2020)

Correction: Huang, E.J., and Onnela, J.P. Augmented Movelet Method for Activity Classification Using Smartphone Gyroscope and Accelerometer Data. Sensors 2020, 20(13), 3706
por: Huang, Emily J., et al.
Publicado: (2020)

A “one-size-fits-most” walking recognition method for smartphones, smartwatches, and wearable accelerometers
por: Straczkiewicz, Marcin, et al.
Publicado: (2023)

A systematic review of smartphone-based human activity recognition methods for health research
por: Straczkiewicz, Marcin, et al.
Publicado: (2021)

Optimizing Use of Multistream Influenza Sentinel Surveillance Data
por: Lau, Eric H. Y., et al.
Publicado: (2008)

The Multistream Self: Biophysical, Mental, Social, and Existential
por: Deshmukh, Vinod D.
Publicado: (2008)

Online Anomaly Detection for Smartphone-Based Multivariate Behavioral Time Series Data
por: Liu, Gang, et al.
Publicado: (2022)

Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance
por: Capuano, Vincenzo, et al.
Publicado: (2023)

An adaptive prediction and detection algorithm for multistream syndromic surveillance
por: Najmi, Amir-Homayoon, et al.
Publicado: (2005)

Energy band structure of multistream quantum electron system
por: Akbari-Moghanjoughi, M.
Publicado: (2021)

Daily motionless activities: A dataset with accelerometer, magnetometer, gyroscope, environment, and GPS data
por: Pires, Ivan Miguel, et al.
Publicado: (2022)

Fast AHRS Filter for Accelerometer, Magnetometer, and Gyroscope Combination with Separated Sensor Corrections
por: Justa, Josef, et al.
Publicado: (2020)

Validation of a Novel Wearable Multistream Data Acquisition and Analysis System for Ergonomic Studies
por: Ascari, Luca, et al.
Publicado: (2021)

Unification of Road Scene Segmentation Strategies Using Multistream Data and Latent Space Attention
por: Naudé, August J., et al.
Publicado: (2023)

Basic Sensors in iOS: Programming the Accelerometer, Gyroscope, and More
por: Allan, Alasdair
Publicado: (2011)

Activities of daily living with motion: A dataset with accelerometer, magnetometer and gyroscope data from mobile devices
por: Pires, Ivan Miguel, et al.
Publicado: (2020)

Open-source Longitudinal Sleep Analysis From Accelerometer Data (DPSleep): Algorithm Development and Validation
por: Rahimi-Eichi, Habiballah, et al.
Publicado: (2021)

New Tools for New Research in Psychiatry: A Scalable and Customizable Platform to Empower Data Driven Smartphone Research
por: Torous, John, et al.
Publicado: (2016)

A Robust Feature Extraction Model for Human Activity Characterization Using 3-Axis Accelerometer and Gyroscope Data
por: Ahmed Bhuiyan, Rasel, et al.
Publicado: (2020)

A Study of Accelerometer and Gyroscope Measurements in Physical Life-Log Activities Detection Systems
por: Jalal, Ahmad, et al.
Publicado: (2020)

The Use of Accelerometers and Gyroscopes to Estimate Hip and Knee Angles on Gait Analysis
por: Alonge, Francesco, et al.
Publicado: (2014)

Time- and Computation-Efficient Calibration of MEMS 3D Accelerometers and Gyroscopes
por: Stančin, Sara, et al.
Publicado: (2014)

Application of MEMS Accelerometers and Gyroscopes in Fast Steering Mirror Control Systems
por: Tian, Jing, et al.
Publicado: (2016)

Accelerometers in Our Pocket: Does Smartphone Accelerometer Technology Provide Accurate Data?
por: Grouios, George, et al.
Publicado: (2022)

Badminton Activity Recognition Using Accelerometer Data
por: Steels, Tim, et al.
Publicado: (2020)

Estimating longitudinal depressive symptoms from smartphone data in a transdiagnostic cohort
por: Pellegrini, Amelia M., et al.
Publicado: (2022)

Analysis and Suppression of Nonlinear Error of Pendulous Integrating Gyroscopic Accelerometer at Instrument Level
por: Zhou, Xiaojun, et al.
Publicado: (2023)

Classification of Sporting Activities Using Smartphone Accelerometers
por: Mitchell, Edmond, et al.
Publicado: (2013)

A Novel Wireless Low-Cost Inclinometer Made from Combining the Measurements of Multiple MEMS Gyroscopes and Accelerometers
por: Komarizadehasl, Seyedmilad, et al.
Publicado: (2022)

Accelerometer and Gyroscope Based Gait Analysis Using Spectral Analysis of Patients with Osteoarthritis of the Knee
por: Staab, Wieland, et al.
Publicado: (2014)

On the Application of Time Frequency Convolutional Neural Networks to Road Anomalies’ Identification with Accelerometers and Gyroscopes
por: Baldini, Gianmarco, et al.
Publicado: (2020)

Assessing the potential of longitudinal smartphone based cognitive assessment in schizophrenia: A naturalistic pilot study
por: Liu, Gang, et al.
Publicado: (2019)

Citizen Sensors for SHM: Use of Accelerometer Data from Smartphones
por: Feng, Maria, et al.
Publicado: (2015)

Long-Term Activity Recognition from Wristwatch Accelerometer Data (*)
por: Garcia-Ceja, Enrique, et al.
Publicado: (2014)

Smartphone-Based Tracking of Sleep in Depression, Anxiety, and Psychotic Disorders
por: Aledavood, Talayeh, et al.
Publicado: (2019)

Comparison between Chest-Worn Accelerometer and Gyroscope Performance for Heart Rate and Respiratory Rate Monitoring
por: Romano, Chiara, et al.
Publicado: (2022)

Precise Measurement and Compensation of the Micro Product of Inertia for Float Assembly in Pendulous Integrating Gyroscopic Accelerometers
por: Zhou, Xiaojun, et al.
Publicado: (2023)

Understanding the quality, effectiveness and attributes of top-rated smartphone health apps
por: Wisniewski, Hannah, et al.
Publicado: (2019)

Open-Source, Step-Counting Algorithm for Smartphone Data Collected in Clinical and Nonclinical Settings: Algorithm Development and Validation Study
por: Straczkiewicz, Marcin, et al.
Publicado: (2023)

Machine Learning Algorithms for Activity-Intensity Recognition Using Accelerometer Data
por: Gomes, Eduardo, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_okjl604om69vsaspcapmud0rt5