Automatic Detection of Faults in Race Walking: A Comparative Analysis of Machine-Learning Algorithms Fed with Inertial Sensor Data

Measuring Gait Quality in Parkinson’s Disease through Real-Time Gait Phase Recognition

(2018) Ilaria Mileti et al.   SENSORS

Ensemble Methods for Classification of Physical Activities from Wrist Accelerometry

(2017) ALOK KUMAR CHOWDHURY et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Towards unsupervised physical activity recognition using smartphone accelerometers

(2016) Yonggang Lu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A Machine Learning Framework for Gait Classification Using Inertial Sensors: Application to Elderly, Post-Stroke and Huntington’s Disease Patients

(2016) Andrea Mannini et al.   SENSORS

Validation of Inter-Subject Training for Hidden Markov Models Applied to Gait Phase Detection in Children with Cerebral Palsy

(2015) Juri Taborri et al.   SENSORS

Physical Human Activity Recognition Using Wearable Sensors

(2015) Ferhat Attal et al.   SENSORS

A Novel HMM Distributed Classifier for the Detection of Gait Phases by Means of a Wearable Inertial Sensor Network

(2014) Juri Taborri et al.   SENSORS

Online Phase Detection Using Wearable Sensors for Walking with a Robotic Prosthesis

(2014) Maja Goršič et al.   SENSORS

An evaluation of inertial sensor technology in the discrimination of human gait

(2013) Chris Little et al.   JOURNAL OF SPORTS SCIENCES

Smart Collaborative Mobile System for Taking Care of Disabled and Elderly People

(2013) Sandra Sendra et al.   MOBILE NETWORKS & APPLICATIONS

Gait Detection in Children with and without Hemiplegia Using Single-Axis Wearable Gyroscopes

(2013) Nicole Abaid et al.   PLoS One

Detection of Illegal Race Walking: A Tool to Assist Coaching and Judging

(2013) James Lee et al.   SENSORS

Gait phase detection and discrimination between walking–jogging activities using hidden Markov models applied to foot motion data from a gyroscope

(2012) Andrea Mannini et al.   GAIT & POSTURE

Gait phase analysis based on a Hidden Markov Model

(2011) Joonbum Bae et al.   MECHATRONICS

A Triaxial Accelerometer-Based Physical-Activity Recognition via Augmented-Signal Features and a Hierarchical Recognizer

(2010) A M Khan et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers

(2010) Andrea Mannini et al.   SENSORS

Activity identification using body-mounted sensors—a review of classification techniques

(2009) Stephen J Preece et al.   PHYSIOLOGICAL MEASUREMENT

Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions

(2008) M. Ermes et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE