Cargando…

Wearable Inertial Sensors for Daily Activity Analysis Based on Adam Optimization and the Maximum Entropy Markov Model

Advancements in wearable sensors technologies provide prominent effects in the daily life activities of humans. These wearable sensors are gaining more awareness in healthcare for the elderly to ensure their independent living and to improve their comfort. In this paper, we present a human activity...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tahir, Sheikh Badar ud din, Jalal, Ahmad, Kim, Kibum
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7517099/ https://www.ncbi.nlm.nih.gov/pubmed/33286351 http://dx.doi.org/10.3390/e22050579

Ejemplares similares

Automatic Recognition of Human Interaction via Hybrid Descriptors and Maximum Entropy Markov Model Using Depth Sensors
por: Jalal, Ahmad, 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)

Ambulatory Human Gait Phase Detection Using Wearable Inertial Sensors and Hidden Markov Model
por: Liu, Long, et al.
Publicado: (2021)

Information Entropy Production of Maximum Entropy Markov Chains from Spike Trains
por: Cofré, Rodrigo, et al.
Publicado: (2018)

Recognition of Daily Gestures with Wearable Inertial Rings and Bracelets
por: Moschetti, Alessandra, et al.
Publicado: (2016)

Lower Limb Locomotion Activity Recognition of Healthy Individuals Using Semi-Markov Model and Single Wearable Inertial Sensor
por: Li, Haoyu, et al.
Publicado: (2019)

Assessing Cerebellar Disorders with Wearable Inertial Sensor Data Using Time-Frequency and Autoregressive Hidden Markov Model Approaches
por: Knudson, Karin C., et al.
Publicado: (2022)

Vehicle Detection and Recognition Approach in Multi-Scale Traffic Monitoring System via Graph-Based Data Optimization
por: Wieczorek, Grzegorz, et al.
Publicado: (2023)

A Novel Maximum Entropy Markov Model for Human Facial Expression Recognition
por: Siddiqi, Muhammad Hameed, et al.
Publicado: (2016)

Large Deviations Properties of Maximum Entropy Markov Chains from Spike Trains
por: Cofré, Rodrigo, et al.
Publicado: (2018)

Wearable Inertial Sensor System towards Daily Human Kinematic Gait Analysis: Benchmarking Analysis to MVN BIOMECH
por: Figueiredo, Joana, et al.
Publicado: (2020)

An Expert System for Quantification of Bradykinesia Based on Wearable Inertial Sensors
por: Bobić, Vladislava, et al.
Publicado: (2019)

WISP, Wearable Inertial Sensor for Online Wheelchair Propulsion Detection
por: Callupe Luna, Jhedmar, et al.
Publicado: (2022)

Wearable Detection of Trunk Flexions: Capacitive Elastomeric Sensors Compared to Inertial Sensors
por: Frediani, Gabriele, et al.
Publicado: (2021)

Gait Kinematic Analysis in Water Using Wearable Inertial Magnetic Sensors
por: Fantozzi, Silvia, et al.
Publicado: (2015)

Identification of Gait Motion Patterns Using Wearable Inertial Sensor Network
por: Moon, Kee S., et al.
Publicado: (2019)

Wearable Inertial Sensors to Assess Standing Balance: A Systematic Review
por: Ghislieri, Marco, et al.
Publicado: (2019)

Multiscale modeling of genome organization with maximum entropy optimization
por: Lin, Xingcheng, et al.
Publicado: (2021)

Remarks on the Maximum Entropy Principle with Application to the Maximum Entropy Theory of Ecology
por: Favretti, Marco
Publicado: (2017)

Automatic characterization of stride parameters in canines with a single wearable inertial sensor
por: Jenkins, Gregory J., et al.
Publicado: (2018)

Characterizing Human Box-Lifting Behavior Using Wearable Inertial Motion Sensors
por: Hlucny, Steven D., et al.
Publicado: (2020)

Wearable Inertial Sensors for Gait Analysis in Adults with Osteoarthritis—A Scoping Review
por: Kobsar, Dylan, et al.
Publicado: (2020)

Evaluating Behavior Recognition Pipeline of Laying Hens Using Wearable Inertial Sensors
por: Fujinami, Kaori, et al.
Publicado: (2023)

The maximum entropy method
por: Wu, Nailong
Publicado: (1997)

On the Entropy and the Maximum Entropy Principle of Uncertain Variables
por: Liu, Yujun, et al.
Publicado: (2023)

Homogeneous Sensor Fusion Optimization for Low-Cost Inertial Sensors
por: Nemec, Dusan, et al.
Publicado: (2023)

Detection of anticipatory postural adjustments prior to gait initiation using inertial wearable sensors
por: Martinez-Mendez, Rigoberto, et al.
Publicado: (2011)

Towards Wearable-Inertial-Sensor-Based Gait Posture Evaluation for Subjects with Unbalanced Gaits
por: Qiu, Sen, et al.
Publicado: (2020)

Detection of Movement Events of Long-Track Speed Skating Using Wearable Inertial Sensors
por: Tomita, Yosuke, et al.
Publicado: (2021)

Wearable Inertial Sensor Approach for Postural Adjustment Assessments during Predictable Perturbations in Sport
por: Duarte, Manuela Brito, et al.
Publicado: (2022)

Feasibility of a wearable inertial sensor to assess motor complications and treatment in Parkinson’s disease
por: Caballol, Nuria, et al.
Publicado: (2023)

Prediction of spatiotemporal patterns of neural activity using a higher-order Markov representation of instantaneous pairwise maximum entropy model
por: Aghagolzadeh, Mehdi, et al.
Publicado: (2011)

Maximum Entropy Formalism Conference
por: Levine, Raphael D, et al.
Publicado: (1979)

Wavelet Regularised Maximum Entropy
por: Maisinger, K S
Publicado: (2000)

The Maximum Entropy Fallacy Redux?
por: Aurell, Erik
Publicado: (2016)

Dynamic Maximum Entropy Reduction
por: Klika, Václav, et al.
Publicado: (2019)

Decoding ‘Maximum Entropy’ Deconvolution
por: Le, Long V., et al.
Publicado: (2022)

Classification of Daily Activities for the Elderly Using Wearable Sensors
por: Liu, Jian, et al.
Publicado: (2017)

Entropy measures, maximum entropy principle, and emerging applications /
Publicado: (2003)

Hidden Markov modeling for maximum probability neuron reconstruction
por: Athey, Thomas L., et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_12uqd0rkhvqvln5vjock77f6eh