Physical Human Activity Recognition Using Wearable Sensors

Improving activity recognition using a wearable barometric pressure sensor in mobility-impaired stroke patients

(2015) Fabien Massé et al.   Journal of NeuroEngineering and Rehabilitation

Feature Selection and Activity Recognition System Using a Single Triaxial Accelerometer

(2014) Piyush Gupta et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Evaluation of accelerometer based multi-sensor versus single-sensor activity recognition systems

(2014) Lei Gao et al.   MEDICAL ENGINEERING & PHYSICS

Activity classification based on inertial and barometric pressure sensors at different anatomical locations

(2014) A Moncada-Torres et al.   PHYSIOLOGICAL MEASUREMENT

Long-Term Activity Recognition from Wristwatch Accelerometer Data

(2014) Enrique Garcia-Ceja et al.   SENSORS

An Unsupervised Approach for Automatic Activity Recognition Based on Hidden Markov Model Regression

(2013) Dorra Trabelsi et al.   IEEE Transactions on Automation Science and Engineering

Joint segmentation of multivariate time series with hidden process regression for human activity recognition

(2013) F. Chamroukhi et al.   NEUROCOMPUTING

Optimal Placement of Accelerometers for the Detection of Everyday Activities

(2013) Ian Cleland et al.   SENSORS

Smart wearable systems: Current status and future challenges

(2012) Marie Chan et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Elderly activities recognition and classification for applications in assisted living

(2012) Saisakul Chernbumroong et al.   EXPERT SYSTEMS WITH APPLICATIONS

A review of wearable sensors and systems with application in rehabilitation

(2012) Shyamal Patel et al.   Journal of NeuroEngineering and Rehabilitation

LIBSVM

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

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

(2011) Che-Chang Yang et al.   SENSORS

Comparative study on classifying human activities with miniature inertial and magnetic sensors

(2010) Kerem Altun et al.   PATTERN RECOGNITION

Preprocessing techniques for context recognition from accelerometer data

(2010) Davide Figo et al.   Personal and Ubiquitous Computing

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

(2010) Andrea Mannini et al.   SENSORS

An Accelerometer-Based Device for Sleep Apnea Screening

(2009) D.S. Morillo et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Detection of Type, Duration, and Intensity of Physical Activity Using an Accelerometer

(2009) ALBERTO G. BONOMI et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

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

(2009) Stephen J Preece et al.   PHYSIOLOGICAL MEASUREMENT

Measuring distance walked and step count in children with cerebral palsy: An evaluation of two portable activity monitors

(2008) Yi-Liang Kuo et al.   GAIT & POSTURE

A Comparison of Feature Extraction Methods for the Classification of Dynamic Activities From Accelerometer Data

(2008) S.J. Preece et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

The identification of vertical velocity profiles using an inertial sensor to investigate pre-impact detection of falls

(2008) A.K. Bourke et al.   MEDICAL ENGINEERING & PHYSICS

Using acceleration measurements for activity recognition: An effective learning algorithm for constructing neural classifiers

(2008) Jhun-Ying Yang et al.   PATTERN RECOGNITION LETTERS