A review of current state-of-the-art control methods for lower-limb powered prostheses

R Gehlhar, M Tucker, AJ Young, AD Ames - Annual Reviews in Control, 2023 - Elsevier
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 …

Wearable sensor-based real-time gait detection: A systematic review

H Prasanth, M Caban, U Keller, G Courtine, A Ijspeert… - Sensors, 2021 - mdpi.com
Gait analysis has traditionally been carried out in a laboratory environment using expensive
equipment, but, recently, reliable, affordable, and wearable sensors have enabled …

Continuous-phase control of a powered knee–ankle prosthesis: Amputee experiments across speeds and inclines

D Quintero, DJ Villarreal, DJ Lambert… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Control systems for powered prosthetic legs typically divide the gait cycle into several
periods with distinct controllers, resulting in dozens of control parameters that must be tuned …

Real-time gait phase and task estimation for controlling a powered ankle exoskeleton on extremely uneven terrain

RL Medrano, GC Thomas, CG Keais… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Positive biomechanical outcomes have been reported with lower limb exoskeletons in
laboratory settings, but these devices have difficulty delivering appropriate assistance in …

Modeling the kinematics of human locomotion over continuously varying speeds and inclines

KR Embry, DJ Villarreal, RL Macaluso… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Powered knee and ankle prostheses can perform a limited number of discrete ambulation
tasks. This is largely due to their control architecture, which uses a finite-state machine to …

[HTML][HTML] Review of research and development of supernumerary robotic limbs

Y Tong, J Liu - IEEE/CAA Journal of Automatica Sinica, 2021 - ieee-jas.net
Supernumerary robotic limbs (SRLs) are a new type of wearable human auxiliary
equipment, which is currently a hot research topic in the world. SRLs have broad …

Continuous gait phase estimation using LSTM for robotic transfemoral prosthesis across walking speeds

J Lee, W Hong, P Hur - IEEE Transactions on Neural Systems …, 2021 - ieeexplore.ieee.org
User gait phase estimation plays a key role for the seamless control of the lower-limb robotic
assistive devices (eg, exoskeletons or prostheses) during ambulation. To achieve this …

[HTML][HTML] Gait phase recognition using deep convolutional neural network with inertial measurement units

B Su, C Smith, E Gutierrez Farewik - Biosensors, 2020 - mdpi.com
Gait phase recognition is of great importance in the development of assistance-as-needed
robotic devices, such as exoskeletons. In order for a powered exoskeleton with phase-based …

Phase-variable control of a powered knee-ankle prosthesis over continuously varying speeds and inclines

TK Best, KR Embry, EJ Rouse… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Most controllers for lower-limb robotic prostheses require individually tuned parameter sets
for every combination of speed and incline that the device is designed for. Because …

A phase variable approach for IMU-based locomotion activity recognition

HL Bartlett, M Goldfarb - IEEE transactions on biomedical …, 2017 - ieeexplore.ieee.org
Objective: This paper describes a gait classification method that utilizes measured motion of
the thigh segment provided by an inertial measurement unit. Methods: The classification …