PSO-SVM-based gait phase classification during human walking on unstructured terrains: Application in lower-limb exoskeleton

Recent developments in human gait research: parameters, approaches, applications, machine learning techniques, datasets and challenges

(2016) Chandra Prakash et al.   ARTIFICIAL INTELLIGENCE REVIEW

Ambulatory activity classification with dendogram-based support vector machine: Application in lower-limb active exoskeleton

(2016) Oishee Mazumder et al.   GAIT & POSTURE

PSO-SVM-Based Online Locomotion Mode Identification for Rehabilitation Robotic Exoskeletons

(2016) Yi Long et al.   SENSORS

Analysis and Prediction of the Freezing of Gait Using EEG Brain Dynamics

(2015) A. M. Ardi Handojoseno et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Robotic exoskeletons: a review of recent progress

(2015) Robert Bogue   Industrial Robot-The International Journal of Robotics Research and Application

Automated classification of neurological disorders of gait using spatio-temporal gait parameters

(2015) Cauchy Pradhan et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY

Learning machines and sleeping brains: Automatic sleep stage classification using decision-tree multi-class support vector machines

(2015) Tarek Lajnef et al.   JOURNAL OF NEUROSCIENCE METHODS

A cloud image detection method based on SVM vector machine

(2015) Pengfei Li et al.   NEUROCOMPUTING

Principles of time–frequency feature extraction for change detection in non-stationary signals: Applications to newborn EEG abnormality detection

(2015) Boualem Boashash et al.   PATTERN RECOGNITION

A Neural Network-Based Gait Phase Classification Method Using Sensors Equipped on Lower Limb Exoskeleton Robots

(2015) Jun-Young Jung et al.   SENSORS

Evaluation of a Fuzzy-Based Impedance Control Strategy on a Powered Lower Exoskeleton

(2015) Huu Toan Tran et al.   International Journal of Social Robotics

Ground reaction force estimation using an insole-type pressure mat and joint kinematics during walking

(2014) Yihwan Jung et al.   JOURNAL OF BIOMECHANICS

Human–robot cooperation control based on a dynamic model of an upper limb exoskeleton for human power amplification

(2014) Hee-Don Lee et al.   MECHATRONICS

Classifying Lower Extremity Muscle Fatigue During Walking Using Machine Learning and Inertial Sensors

(2013) Jian Zhang et al.   ANNALS OF BIOMEDICAL ENGINEERING

Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders

(2013) Abdulhamit Subasi   COMPUTERS IN BIOLOGY AND MEDICINE

Development and Learning Control of a Human Limb With a Rehabilitation Exoskeleton

(2013) Renquan Lu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Comprehensive Assessment of Gait Accelerometry Signals in Time, Frequency and Time-Frequency Domains

(2013) Ervin Sejdic et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A roller bearing fault diagnosis method based on hierarchical entropy and support vector machine with particle swarm optimization algorithm

(2013) Keheng Zhu et al.   MEASUREMENT

Automated detection of gait initiation and termination using wearable sensors

(2013) Domen Novak et al.   MEDICAL ENGINEERING & PHYSICS

Effective part-based gait identification using frequency-domain gait entropy features

(2013) Md. Rokanujjaman et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A PSO and pattern search based memetic algorithm for SVMs parameters optimization

(2013) Yukun Bao et al.   NEUROCOMPUTING

Short-term wind speed forecasting using wavelet transform and support vector machines optimized by genetic algorithm

(2013) Da Liu et al.   RENEWABLE ENERGY

Theory and applications of swarm intelligence

(2011) Zhihua Cui et al.   NEURAL COMPUTING & APPLICATIONS

A novel approach of analog circuit fault diagnosis using support vector machines classifier

(2010) Jiang Cui et al.   MEASUREMENT

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

(2010) Andrea Mannini et al.   SENSORS

Development of a wearable sensor system for quantitative gait analysis

(2009) Tao Liu et al.   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