Understanding LSTM Network Behaviour of IMU-Based Locomotion Mode Recognition for Applications in Prostheses and Wearables

Wearable Sensor-Based Human Activity Recognition Using Hybrid Deep Learning Techniques

(2020) Huaijun Wang et al.   Security and Communication Networks

A Comparative Analysis of Hybrid Deep Learning Models for Human Activity Recognition

(2020) Saedeh Abbaspour et al.   SENSORS

A CNN-Based Method for Intent Recognition Using Inertial Measurement Units and Intelligent Lower Limb Prosthesis

(2019) Ben-Yue Su et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Sensor Data Acquisition and Multimodal Sensor Fusion for Human Activity Recognition Using Deep Learning

(2019) Seungeun Chung et al.   SENSORS

The Design, Control, and Testing of an Integrated Electrohydrostatic Powered Ankle Prosthesis

(2019) Tian Yu et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Human Action Recognition Using Deep Learning Methods on Limited Sensory Data

(2019) Nilay Tufek et al.   IEEE SENSORS JOURNAL

A Comparison of Control Strategies in Commercial and Research Knee Prostheses

(2019) Rene Fluit et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Energy expenditure in people with transtibial amputation walking with crossover and energy storing prosthetic feet: A randomized within-subject study

(2018) Cody L. McDonald et al.   GAIT & POSTURE

Biomechanics and energetics of walking in powered ankle exoskeletons using myoelectric control versus mechanically intrinsic control

(2018) Jeffrey R. Koller et al.   Journal of NeuroEngineering and Rehabilitation

Real-time On-board Recognition of Continuous Locomotion Modes for Amputees with Robotic Transtibial Prostheses

(2018) Dongfang Xu et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Use of a powered ankle–foot prosthesis reduces the metabolic cost of uphill walking and improves leg work symmetry in people with transtibial amputations

(2018) Jana R. Montgomery et al.   Journal of the Royal Society Interface

A Flexible Lower Extremity Exoskeleton Robot with Deep Locomotion Mode Identification

(2018) Can Wang et al.   COMPLEXITY

A Real-Time Gait Event Detection for Lower Limb Prosthesis Control and Evaluation

(2017) H. F. Maqbool et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Assesment of physical activity in amputees: A systematic review of the literature

(2017) L. Piazza et al.   SCIENCE & SPORTS

Deep Recurrent Neural Networks for Human Activity Recognition

(2017) Abdulmajid Murad et al.   SENSORS

Active lower limb prosthetics: a systematic review of design issues and solutions

(2016) Michael Windrich et al.   Biomedical Engineering Online

A Flexible Approach for Human Activity Recognition Using Artificial Hydrocarbon Networks

(2016) Hiram Ponce et al.   SENSORS

Control strategies for active lower extremity prosthetics and orthotics: a review

(2015) Michael R Tucker et al.   Journal of NeuroEngineering and Rehabilitation

Inertial Sensor-Based Gait Recognition: A Review

(2015) Sebastijan Sprager et al.   SENSORS

Investigation of Timing to Switch Control Mode in Powered Knee Prostheses during Task Transitions

(2015) Fan Zhang et al.   PLoS One

Bionic ankle-foot prosthesis normalizes walking gait for persons with leg amputation

(2011) H. M. Herr et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Factors affecting quality of life in lower limb amputees

(2011) Richa Sinha et al.   PROSTHETICS AND ORTHOTICS INTERNATIONAL

Compensatory mechanisms in below-knee amputee gait in response to increasing steady-state walking speeds

(2008) Anne K. Silverman et al.   GAIT & POSTURE