Significant Change Spotting for Periodic Human Motion Segmentation of Cleaning Tasks Using Wearable Sensors

Significant Change Spotting for Periodic Human Motion Segmentation of Cleaning Tasks Using Wearable Sensors

The proportion of the aging population is rapidly increasing around the world, which will cause stress on society and healthcare systems. In recent years, advances in technology have created new opportunities for automatic activities of daily living (ADL) monitoring to improve the quality of life an...

Full description

Bibliographic Details
Main Authors:	Kai-Chun Liu, Chia-Tai Chan
Format:	Article
Language:	English
Published:	MDPI AG 2017-01-01
Series:	Sensors
Subjects:	human motion segmentation wearable sensors activities of daily living automatic activity monitoring
Online Access:	http://www.mdpi.com/1424-8220/17/1/187

Similar Items

On-Line Detection and Segmentation of Sports Motions Using a Wearable Sensor
by: Woosuk Kim, et al.
Published: (2018-03-01)

Detecting Falls with Wearable Sensors Using Machine Learning Techniques
by: Ahmet Turan Özdemir, et al.
Published: (2014-06-01)

Recognition of Daily Gestures with Wearable Inertial Rings and Bracelets
by: Alessandra Moschetti, et al.
Published: (2016-08-01)

Wearable Sensor Networks for Motion Capture
by: Dennis Arsenault, et al.
Published: (2015-08-01)

Effects of a Rehabilitation Program Using a Wearable Device on the Upper Limb Function, Performance of Activities of Daily Living, and Rehabilitation Participation in Patients with Acute Stroke
by: Yun-Sang Park, et al.
Published: (2021-05-01)

A novel motion monitoring system for activities of daily living
by: X. He, et al.
Published: (2017-03-01)

Convergent Validity of a Wearable Sensor System for Measuring Sub-Task Performance during the Timed Up-and-Go Test
by: James Beyea, et al.
Published: (2017-04-01)

Pengaruh Latihan Pasrah Diri dan Latihan Range of Motion Melalui Discharge Planning Terhadap Perubahan Activity Daily Living pada Pasien Stroke Iskemik
by: Ngatini Ngatini, et al.
Published: (2016-12-01)

Body Motion Capture Using Multiple Inertial Sensors
Published: (2013)

Deriving kinematic quantities from accelerometer readings for assessment of functional upper limb motions
by: Laidig Daniel, et al.
Published: (2017-09-01)

Feasibility of Physical Activity Assessment with Wearable Devices in Children Aged 4–10 Years—A Pilot Study
by: Jan Müller, et al.
Published: (2018-01-01)

fastSW: Efficient Piecewise Linear Approximation of Quaternion-Based Orientation Sensor Signals for Motion Capturing with Wearable IMUs
by: Florian Grützmacher, et al.
Published: (2021-07-01)

Triaxial Accelerometer-Based Falls and Activities of Daily Life Detection Using Machine Learning
by: Turke Althobaiti, et al.
Published: (2020-07-01)

Adapted Binary Particle Swarm Optimization for Efficient Features Selection in the Case of Imbalanced Sensor Data
by: Dorin Moldovan, et al.
Published: (2020-02-01)

Evaluation of Daily Living Activities of the Individuals with Osteoarthritis
by: Kenan Gümüş, et al.
Published: (2014-12-01)

Activities of Daily Living Monitoring via a Wearable Camera: Toward Real-World Applications
by: Alejandro Cartas, et al.
Published: (2020-01-01)

The Study of Compensatory Motions While Using a Transradial Prosthesis
by: Carey, Stephanie Lutton
Published: (2008)

Measuring Biomechanical Risk in Lifting Load Tasks Through Wearable System and Machine-Learning Approach
by: Ilaria Conforti, et al.
Published: (2020-03-01)

A funcionalidade dos mais idosos (>75 anos): conceitos, perfis e oportunidades de um grupo heterogêneo
by: Ana Paula Fontes, et al.

Thermal Energy Harvesting on the Bodily Surfaces of Arms and Legs through a Wearable Thermo-Electric Generator
by: Antonino Proto, et al.
Published: (2018-06-01)

The Relationship of Basic and Instrumental Activities of Daily Living With the Risk of Developing Pressure Ulcer
by: Sahar Mohammadi, et al.
Published: (2018-05-01)

Improving Human Activity Recognition Performance by Data Fusion and Feature Engineering
by: Jingcheng Chen, et al.
Published: (2021-01-01)

A multi-sensory dataset for the activities of daily living
by: Marco Ruzzon, et al.
Published: (2020-10-01)

Enhancing Independent Living with Wearable Devices: The Wrist Wearable Unit in the USEFIL Project
by: James David Amor, et al.
Published: (2013-11-01)

Enhancing Independent Living with Wearable Devices: The Wrist Wearable Unit in the USEFIL Project
by: James David Amor, et al.
Published: (2013-11-01)

Automatic Functional Shoulder Task Identification and Sub-task Segmentation Using Wearable Inertial Measurement Units for Frozen Shoulder Assessment
by: Chih-Ya Chang, et al.
Published: (2021-12-01)

Integrating a Potentiometer into a Knee Brace Shows High Potential for Continuous Knee Motion Monitoring
by: Christin Büttner, et al.
Published: (2021-03-01)

Inertial Measurement Unit Based Upper Extremity Motion Characterization for Action Research Arm Test and Activities of Daily Living
by: Hyung Seok Nam, et al.
Published: (2019-04-01)

Determinants of ADL and IADL disability in older adults in southeastern Poland
by: Agnieszka Ćwirlej-Sozańska, et al.
Published: (2019-10-01)

Disability prevalence in midlife (aged 55–65 years): Cross-Country comparisons of gender differences and time trends
by: Serena Wang, et al.
Published: (2021-01-01)

Sarcoscore: A Novel Approach for Assessing Sarcopenia and Functional Disability in Older Adults
by: Yosuke Osuka, et al.
Published: (2020-03-01)

Functional dependence among older adults: a cross-sectional study with a rural population of southern Brazil
by: Rodrigo Meucci, et al.
Published: (2020-10-01)

Early Improper Motion Detection in Golf Swings Using Wearable Motion Sensors: The First Approach
by: Sašo Tomažič, et al.
Published: (2013-06-01)

Central and Peripheral Adiposity Had Different Effect on Disability in Centenarians
by: Shanshan Yang, et al.
Published: (2021-03-01)

A Wide-Range, Wireless Wearable Inertial Motion Sensing System for Capturing Fast Athletic Biomechanics in Overhead Pitching
by: Michael Lapinski, et al.
Published: (2019-08-01)

Improved Joint Mobility Associated with Reduced Inflammation Related to Consumption of Nopal Cactus Fruit Juice: Results from a Placebo-Controlled Trial Using Digital Inclinometry to Objectively Document Mobility of All Major Joints
by: Jensen GS
Published: (2020-12-01)

Functional bandage - a possible supporting resource for the rehabilitation of hemiplegic patients
by: Emilyn Borba da Silva, et al.
Published: (2015-11-01)

Relationship between feeling of loneliness and activities of daily living among the elderly
by: Kheizaran Miri, et al.
Published: (2017-07-01)

Wearable Inertial Sensor System Towards Daily Human Kinematic Gait Analysis: Benchmarking Analysis to MVN BIOMECH
by: Joana Figueiredo, et al.
Published: (2020-04-01)

Dual Task Training Effects on Upper Extremity Functions and Performance of Daily Activities of Chronic Stroke Patients
by: JuHyung Park
Published: (2019-02-01)