Detecting Falls with Wearable Sensors Using Machine Learning Techniques

Quantitative analysis of fall risk using TUG test

(2013) Nor Aini Zakaria et al.   COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING

A Wearable Inertial Measurement Unit for Long-Term Monitoring in the Dependency Care Area

(2013) Daniel Rodríguez-Martín et al.   SENSORS

Human Daily Activity Recognition With Sparse Representation Using Wearable Sensors

(2013) Mi Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Heel and Toe Clearance Estimation for Gait Analysis Using Wireless Inertial Sensors

(2012) B. Mariani et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A survey on fall detection: Principles and approaches

(2012) Muhammad Mubashir et al.   NEUROCOMPUTING

Evaluation of Accelerometer-Based Fall Detection Algorithms on Real-World Falls

(2012) Fabio Bagalà et al.   PLoS One

Fall Detection with the Support Vector Machine during Scripted and Continuous Unscripted Activities

(2012) Shing-Hong Liu et al.   SENSORS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Detection of falls using accelerometers and mobile phone technology

(2011) R. Y. W. Lee et al.   AGE AND AGEING

Health-enabling technologies for the elderly – An overview of services based on a literature review

(2011) Wolfram Ludwig et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Automatic individual calibration in fall detection – an integrative ambulatory measurement framework

(2011) Jian Liu et al.   COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING

Comparison of real-life accidental falls in older people with experimental falls in middle-aged test subjects

(2011) M. Kangas et al.   GAIT & POSTURE

An Analysis of the Accuracy of Wearable Sensors for Classifying the Causes of Falls in Humans

(2011) O. Aziz et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

An Environmental-Adaptive Fall Detection System on Mobile Device

(2011) Sung-Yen Chang et al.   JOURNAL OF MEDICAL SYSTEMS

A Review of Accelerometry-Based Wearable Motion Detectors for Physical Activity Monitoring

(2011) Che-Chang Yang et al.   SENSORS

A Zigbee-Based Wearable Physiological Parameters Monitoring System

(2010) Karandeep Malhi et al.   IEEE SENSORS JOURNAL

Detection of falls among the elderly by a floor sensor using the electric near field

(2010) Henry Rimminen et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Emergency Fall Incidents Detection in Assisted Living Environments Utilizing Motion, Sound, and Visual Perceptual Components

(2010) Charalampos N Doukas et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Barometric Pressure and Triaxial Accelerometry-Based Falls Event Detection

(2010) F Bianchi et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Evaluation of waist-mounted tri-axial accelerometer based fall-detection algorithms during scripted and continuous unscripted activities

(2010) A.K. Bourke et al.   JOURNAL OF BIOMECHANICS

Comparison of acceleration signals of simulated and real-world backward falls

(2010) J. Klenk et al.   MEDICAL ENGINEERING & PHYSICS

Mobile phone-based pervasive fall detection

(2010) Jiangpeng Dai et al.   Personal and Ubiquitous Computing

A proposal for the classification and evaluation of fall detectors

(2008) N. Noury et al.   IRBM