A survey of human-in-the-loop for machine learning
Abstract Machine learning has become the state-of-the-art technique for many tasks
including computer vision, natural language processing, speech processing tasks, etc …
including computer vision, natural language processing, speech processing tasks, etc …
Opportunities and challenges in the development of exoskeletons for locomotor assistance
C Siviy, LM Baker, BT Quinlivan… - Nature Biomedical …, 2023 - nature.com
Exoskeletons can augment the performance of unimpaired users and restore movement in
individuals with gait impairments. Knowledge of how users interact with wearable devices …
individuals with gait impairments. Knowledge of how users interact with wearable devices …
Personalizing exoskeleton assistance while walking in the real world
Personalized exoskeleton assistance provides users with the largest improvements in
walking speed and energy economy,–but requires lengthy tests under unnatural laboratory …
walking speed and energy economy,–but requires lengthy tests under unnatural laboratory …
Review of control strategies for lower-limb exoskeletons to assist gait
Background Many lower-limb exoskeletons have been developed to assist gait, exhibiting a
large range of control methods. The goal of this paper is to review and classify these control …
large range of control methods. The goal of this paper is to review and classify these control …
Individualization of exosuit assistance based on measured muscle dynamics during versatile walking
Variability in human walking depends on individual physiology, environment, and walking
task. Consequently, in the field of wearable robotics, there is a clear need for customizing …
task. Consequently, in the field of wearable robotics, there is a clear need for customizing …
Textile technology for soft robotic and autonomous garments
Textiles have emerged as a promising class of materials for developing wearable robots that
move and feel like everyday clothing. Textiles represent a favorable material platform for …
move and feel like everyday clothing. Textiles represent a favorable material platform for …
The exoskeleton expansion: improving walking and running economy
Since the early 2000s, researchers have been trying to develop lower-limb exoskeletons
that augment human mobility by reducing the metabolic cost of walking and running versus …
that augment human mobility by reducing the metabolic cost of walking and running versus …
Soft robotic suits: State of the art, core technologies, and open challenges
M Xiloyannis, R Alicea, AM Georgarakis… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Wearable robots are undergoing a disruptive transition, from the rigid machines that
populated the science-fiction world in the early 1980s to lightweight robotic apparel, hardly …
populated the science-fiction world in the early 1980s to lightweight robotic apparel, hardly …
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 …
Human-in-the-loop optimization of hip assistance with a soft exosuit during walking
Wearable robotic devices have been shown to substantially reduce the energy expenditure
of human walking. However, response variance between participants for fixed control …
of human walking. However, response variance between participants for fixed control …