Tuning and Evaluation of a Control Strategy of an Exoskeleton for Sit-to-stand Motion


Book Description

The mobility of the lower extremities may be affected by neurological conditions such as stroke or spinal cord injury. When, motor function, gait coordination and muscle strength are impaired. Rehabilitation can improve the autonomy of legs movement in order to carry out everyday tasks such as walking or stand up, also known as a Sit-To-stand. Sit-To-Stand is a task that requires considerable effort for those who have suffered a stroke or other type of injury. To perform the Sit-To-stand movement there are variables such as force, velocities, position angles, among others that can be modeled with the use of robotic exoskeletons. This project develops a Sit-To-Stand control strategy implemented in a robotic exoskeleton. This is based on previous work on the development of control strategies for the rehabilitation of the Sit-ToStand. Where Sit-To-Stand transition phases combined with position and admittance control strategies are used. The objectives of this project are to find optimal values of the angles of the joints involved in the transition of the phases and to propose an improvement in the control strategy to assist people with lower extremities movements.




sEMG-based Control Strategy for a Hand Exoskeleton System


Book Description

This book reports on the design and testing of an sEMG-based control strategy for a fully-wearable low-cost hand exoskeleton. It describes in detail the modifications carried out to the electronics of a previous prototype, covering in turn the implementation of an innovative sEMG classifier for predicting the wearer's motor intention and driving the exoskeleton accordingly. While similar classifier have been widely used for motor intention prediction, their application to wearable device control has been neglected so far. Thus, this book fills a gap in the literature providing readers with extensive information and a source of inspiration for the future design and control of medical and assistive devices.







Control of Sit-to-stand Exoskeleton with Human in the Loop


Book Description

Discusses the process of standing from a chair is the first movement to be affected by physical impairment or ageing. That justified the increase of researches around sit-to-stand movements nowadays.This thesis presents the design of a four links wearable device that can assist disable people to stand from a sitting position. The four links are joined at the ankle, the knee and the HAT (Head, Arm and Trunk) where actuators are mounted. The system is built around three controllers. The Goal Controller drives the links along their reference trajectories, the Stability Controller makes sure that the system does not collapse as it is rising, and the last controller combines the signal from the 2 first ones.The reference trajectories are obtained from data recorded from healthy people performing the movement. The main idea behind the present design is that from seat off, the floor projection of the body centre of pressure is evaluated and compared to the most stable position. The stability controller generates the torque necessary to compensate the deviation, while the third controller adjusts the level of participation of that torque to satisfy both the trajectory and the stability objectives. Similar idea was previously found in Prinz (2010).




Exoskeleton Robots for Rehabilitation and Healthcare Devices


Book Description

This book addresses cutting-edge topics in robotics and related technologies for rehabilitation, covering basic concepts and providing the reader with the information they need to solve various practical problems. Intended as a reference guide to the application of robotics in rehabilitation, it covers e.g. musculoskeletal modelling, gait analysis, biomechanics, robotics modelling and simulation, sensors, wearable devices, and the Internet of Medical Things.




Robotic Strategies to Characterize and Promote Postural Responses in Standing, Squatting and Sit-to-Stand


Book Description

Two cable-driven robotic systems are utilized to implement the robotic controllers for different tasks. Further details of the two cable-driven systems are discussed in Chapter 1. The validation and evaluation of these robotic strategies for standing rehabilitation is discussed in Chapter 2. A case study of a robotic training paradigm for individuals with spinal cord injury is presented in Chapter 3. Chapter 4 introduces a method to redistribute individuals' weight using pelvic lateral forces. Chapter 5 and 6 characterizes how young and older groups respond to external perturbations during their sit-to-stand motion. This dissertation presents robotic strategies that can be implemented as rehabilitation interventions. It also presents how individuals' biomechanics and muscle responses may change depending on the force control paradigm.These robotic strategies can be utilized by training individuals to improve their reactive and active balance control and thus reduce their risk of falling.




Development of a Human Machine Interface for a Wearable Exoskeleton for Users with Spinal Cord Injury


Book Description

For millions of individuals, a spinal cord injury has taken away their ability to walk. While wheelchairs and leg braces offer mobility options, none offer a means to stand up and walk. For these individuals, secondary injuries can be prevalent, and special care must be taken to avoid the pain and cost of pressure sores, urinary tract infections, and other such ailments. Furthermore, there is an emotional benefit to being able to stand and walk. Events such as choosing your own seat at the theater or sports game, walking your daughter down the aisle at her wedding, reaching the pasta on the top shelf at the grocery store, or checking out of a hotel at the main counter, are taken for granted by those who can walk, but for those who use a wheelchair for mobility, these are stark reminders of the limitations of the chair. Exoskeletons provide a means by which these individuals can get up again and walk. They offer power joints and a support for the body so that a user with a spinal cord injury can rely on the robot's power to replace what their body no longer provides. While the architecture and design of such an exoskeleton is complex, the control of the exoskeleton offers numerous challenges. This thesis presents the development and testing of a method to allow the user to communicate his desired motion to the robot. For an exoskeleton to truly provide freedom for the user, the user must be able to operate the exoskeleton independently. To do this, the exoskeleton must know what the user wants to do and when and then decide if that maneuver is safe. The user communicates his desired action to the exoskeleton using the Human Machine Interface (HMI). This thesis describes development of the hardware and software for the HMI beginning with the conception of the structure of the HMI based on end-user surveys and observations of users. The hardware was then developed to determine the state transitions and the software was written to determine desired state changes. The Human Machine Interface was then verified using a mockup to test and then was tested on the eLEGS exoskeleton. The software was verified through experiments and theoretically using classifiers. The Human Machine Interface was tested by subjects with a wide range of injuries and abilities to ensure that it performed safely for all users. Based on experience with the Human Machine Interface, improvements in robustness and usability were made. This thesis also presents the development of some of the continuous controllers used to achieve the sitting and standing motions. While traditional control strategies rely on models, control of exoskeletons includes a human in the loop, which can be a sizeable disturbance. Therefore, the controller development must be robust to this disturbance and also take into account the comfort and safety of the user. The results presented here show numerous spinal cord injury patients of varying levels and completeness able to ambulate independently using the HMI developed for eLEGS. They are able to walk, sit, and stand naturally, thus providing wheelchair users a viable means of walking again.




Design and Development of an Assistive Exoskeleton for Independent Sit-stand Transitions Among the Elderly


Book Description

1.5 million senior citizens above the age of 65 in a population that numbers at approximately 43 million today, live under supervision, either at their own houses or at retirement homes across the United States. These people require assistance with at least one or more activity of daily living (ADL) and in everyday life. The act of transferring is an important contributor to this measure of in-situ independence in mobility. Transferring in and out of chairs, toilets and beds requires the ability to perform sit-stand transitions, and thus the ability to perform this task independently assumes importance. Given the high annual cost for individual nursing supervision, the technology needs to be developed to make the elderly independent. This work presents the experimental evaluation of sit-stand transitions to quantify the kinematics and kinetics of the movement. An automated analysis framework is developed and is used to analyze the experimental data. Parameters thus obtained inform the design and manufacture of a passive assistive knee exoskeleton device. This device is evaluated using a computational model to describe its effect on the intended motion. A design for a linear quadratic regulator based controller is then presented for an actuated system that supplements the user's effort towards completion of a sit-to-stand task.




Synthesizing the Sit-to-stand Movement Using Fuzzy Logic-based Control and a Simple Biomechanical Model


Book Description

This thesis puts forward a fuzzy logic-based control strategy for artificially reproducing the sit-to-stand movement. The aim of this work is to contribute to the machine intelligence being developed for advanced mobility support devices; and specifically, those which are able to assist the mobility impaired user with the sit-to-stand task. Three fuzzy logic controllers were designed. The first controller seeks to move the model into the most stable configuration. The second seeks to move the model toward the goal configuration (i.e., standing). And the third combines the output from the first two controllers to produce a unified control action. Each controller was implemented and tested in software using Mathworks Matlab(TM). The results of the software simulation were compared against motion capture data taken from a single healthy male test subject. The automated controller was shown to produce a movement very similar to the natural sit-to-stand movement.




Influence of Joint Kinematics and Joint Moment on the Design of an Active Exoskeleton to Assist Elderly with Sit-to-stand Movement


Book Description

The rising population of elderly individuals in the United States of American creates a unique challenge to both the individual and the society due to the increase in risk of injuries to the elderly, drop in rate of productivity and rising healthcare costs. With aging, elderly individuals lose their independence in performing Activities of Daily Living (ADLs) due to muscle atrophy and therefore require assistance to perform activities like getting out of the bed, being able to rise from a chair and being able to use a restroom. These acts of assisted transferring have inherent risks of injury to both the elderly individual and the person providing assistance due to the unnatural and unbalanced biomechanics. Given the rising cost of supervision and the risk involved, a technological solution needs to be developed to help elderly individuals regain independence in performing daily activities. Exoskeletons are promising technological devices due to their ability to provide increased mobility. They have been designed for applications in the military, human spaceflight and for human rehabilitation. Understanding the biomechanics of movement is of prime importance while designing an exoskeleton to prevent injuries to the user. This work presents a standardized experimental evaluation of a sit-to-stand movement and computational musculoskeletal modeling to quantify the joint kinematics and joint moment. This work also compares biomechanical parameters characterizing the three strategies of sit-to-stand movement, namely fast, free and slow and how they affect the exoskeleton design process. Parameters thus obtained inform the actuator selection and fabrication of an active exoskeleton that supplements a user's effort towards completion of a sit-to-stand movement.