A review of current state-of-the-art control methods for lower-limb powered prostheses
Lower-limb prostheses aim to restore ambulatory function for individuals with lower-limb
amputations. While the design of lower-limb prostheses is important, this paper focuses on …
amputations. While the design of lower-limb prostheses is important, this paper focuses on …
A stair ascent and descent controller for a powered ankle prosthesis
S Culver, H Bartlett, A Shultz… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper presents a control system for a powered transtibial prosthesis that provides stair
ascent and descent capability, as well as ability for user-controlled transitions between …
ascent and descent capability, as well as ability for user-controlled transitions between …
Multicontact locomotion on transfemoral prostheses via hybrid system models and optimization-based control
Lower-limb prostheses provide a prime example of cyber-physical systems (CPSs) requiring
the synergistic development of sensing, algorithms, and controllers. With a view towards …
the synergistic development of sensing, algorithms, and controllers. With a view towards …
Deep generative models with data augmentation to learn robust representations of movement intention for powered leg prostheses
Intent recognition is a data-driven alternative to expert-crafted rules for triggering transitions
between pre-programmed activity modes of a powered leg prosthesis. Movement-related …
between pre-programmed activity modes of a powered leg prosthesis. Movement-related …
Nonholonomic virtual constraint design for variable-incline bipedal robotic walking
This letter presents a method of designing relative-degree-two nonholonomic virtual
constraints (NHVCs) that allow for stable bipedal robotic walking across variable terrain …
constraints (NHVCs) that allow for stable bipedal robotic walking across variable terrain …
Recurrent neural network control of a hybrid dynamical transfemoral prosthesis with EdgeDRNN accelerator
Lower leg prostheses could improve the life quality of amputees by increasing comfort and
reducing energy to locomote, but currently control methods are limited in modulating …
reducing energy to locomote, but currently control methods are limited in modulating …
Nonholonomic virtual constraints for control of powered prostheses across walking speeds
This article presents a method to design a nonholonomic virtual constraint (NHVC) controller
that produces multiple distinct stance-phase trajectories for corresponding walking speeds …
that produces multiple distinct stance-phase trajectories for corresponding walking speeds …
Obstacle recognition using computer vision and convolutional neural networks for powered prosthetic leg applications
L Novo-Torres, JP Ramirez-Paredes… - 2019 41st Annual …, 2019 - ieeexplore.ieee.org
In this work we combine computer vision and a machine learning algorithm, Convolutional
Neural Networks (CNNs), to identify obstacles that powered prosthetic leg users might …
Neural Networks (CNNs), to identify obstacles that powered prosthetic leg users might …
Design and speed-adaptive control of a powered geared five-bar prosthetic knee using bp neural network gait recognition
To improve the multi-speed adaptability of the powered prosthetic knee, this paper
presented a speed-adaptive neural network control based on a powered geared five-bar …
presented a speed-adaptive neural network control based on a powered geared five-bar …
Upslope walking with transfemoral prosthesis using optimization based spline generation
Powered transfemoral prostheses are robotic systems that aim to restore the mobility of
transfemoral amputees by mimicking the functionalities of healthy human legs. The …
transfemoral amputees by mimicking the functionalities of healthy human legs. The …