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Revolutionizing Prosthetic Leg Adjustments

A new tool speeds up fitting powered prosthetic legs for individual users.

Emma Reznick, T. Kevin Best, Robert Gregg

― 6 min read


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Powered prosthetic legs are cool gadgets that can help people with amputations move more normally. However, they are not widely used, mainly because it can be tricky to fit them just right. Think of it like getting a pair of shoes: if you want a good fit, you need to try them on and adjust them based on how they feel. But in the case of prosthetic legs, this process can be complicated and time-consuming.

One big challenge is that the people who design these high-tech legs often do not have the same background as those who help fit them for users. This study takes a look at how we can make these adjustments easier, faster, and more intuitive.

The Need for Individualization

When someone gets a powered prosthesis, it’s not a one-size-fits-all situation. Every person walks differently. Factors like height, weight, and even personal preferences all influence how a prosthetic leg should work. To really help users, the leg needs to feel customized for them, which involves a lot of adjusting.

In the past, tuning up a powered leg could take hours, as every little detail must be just right for the person's individual walking style. This study finds new ways to make the tuning process not only quicker but also more efficient by developing a tool that allows prosthetists to make adjustments with ease.

What is a Clinical Tuning Interface (CTI)?

Imagine a remote control but instead of changing channels, you are changing how a prosthetic leg behaves. The Clinical Tuning Interface (CTI) is a system designed to help prosthetists adjust powered knee-ankle prostheses quickly and easily. The CTI uses common parameters that are familiar to practitioners, making it straightforward to modify how the prosthesis behaves.

With the CTI, clinicians can tailor the behavior of the prosthetic leg based on what they observe from the user. The idea is that if a user prefers more push-off force when they walk or want the knee to feel stiffer at certain points, the CTI lets them make those changes in just a few minutes. Gone are the days of spending several hours making adjustments!

The Study and Its Methods

This study involved some real-world testing with actual users. The researchers worked with a participant who had an above-knee amputation. The prosthetist and the participant worked together to tune the powered leg, sharing feedback and making adjustments in a clinical setting.

First, the participant walked with the basic, un-tuned prosthesis to get comfortable. Then the clinician took the time to adjust the prosthesis. They used the CTI to switch between preset profiles to find what worked best. Each adjustment was quick, taking just a couple of minutes, allowing for a more dynamic and engaging tuning session.

Results of the Study

After a series of tweaks, the prosthetist was able to fine-tune the powered leg in under 20 minutes, a significant improvement compared to the normal process. Each cycle of tuning, where the clinician observed how the user walked, adjusted settings, and then saw the changes, took only about 2 minutes for walking and about a minute for sit-stand transitions.

The participant and the clinician were both pleased with the results. The prosthesis not only felt better for the user but also showed improved performance across different walking situations, including going uphill and downhill. It was like putting a new pair of shoes on: they fit better and improved the overall experience.

Features of the CTI

The CTI has some neat features that help with tuning. For example, it allows clinicians to:

  1. Adjust Stance Flexion Resistance: This tells the knee how much it should bend when the person is walking. Too much flexion can feel unstable, and not enough can make a person trip. The CTI lets the clinician find that sweet spot quickly.

  2. Change Swing Knee Flexion: This parameter controls how the knee moves when swinging forward during walking. Getting this right helps ensure the foot doesn't drag and trip the user.

  3. Scale Push-Off Torque: This feature allows users to feel more power just when they need it, helping propel them forward with each step. It’s like adding a turbo button!

  4. Tune Sit-to-Stand Torque: Getting up from a chair can be tricky, and this feature ensures that the knee provides the right assistance when doing this action.

Feedback from Users and Clinicians

Feedback from both the participant and the clinician was crucial. They noticed that the adjustments really made a difference. The user could feel the difference in torque and movement, while the clinician appreciated seeing the kinematic adjustments that reflected the user’s needs.

It’s important to note that while various tuning options were available, it was often the case that a little tweak could lead to unexpected changes elsewhere. Just like how adjusting one string on a guitar can change the sound, changing one aspect of the prosthesis could affect how everything else works.

Challenges and Considerations

Even with these advancements, there are still some tricky parts to consider. For example, the clinician mentioned that it would be best to have users come back for further tuning after they’ve had some time to adjust to the new settings. After all, a little practice can go a long way in helping users better adapt to their prosthetic legs.

Another challenge is the need for more participants in future studies. Testing many different users can help refine the tuning process and ensure it works well for a range of individuals. It’s also crucial to remember that people’s experiences with prosthetic legs can vary widely.

Conclusion

This new approach to tuning powered prosthetic legs through the Clinical Tuning Interface offers a promising way to enhance personalization. By using intuitive tools that make it easy for clinicians to adjust settings based on user preferences, this study has illustrated how technology can significantly improve the prosthetic fitting process.

As researchers continue to explore options for improving powered prostheses, the hope is to make these devices even more useful and accessible for people who rely on them. After all, everyone deserves a good fit—whether it’s a pair of shoes or a prosthetic leg that helps them walk comfortably and confidently!

Original Source

Title: A Clinical Tuning Framework for Continuous Kinematic and Impedance Control of a Powered Knee-Ankle Prosthesis

Abstract: Objective: Configuring a prosthetic leg is an integral part of the fitting process, but the personalization of a multi-modal powered knee-ankle prosthesis is often too complex to realize in a clinical environment. This paper develops both the technical means to individualize a hybrid kinematic-impedance controller for variable-incline walking and sit-stand transitions, and an intuitive Clinical Tuning Interface (CTI) that allows prosthetists to directly modify the controller behavior. Methods: Utilizing an established method for predicting kinematic gait individuality alongside a new parallel approach for kinetic individuality, we applied tuned characteristics exclusively from level-ground walking to personalize continuous-phase/task models of joint kinematics and impedance. To take advantage of this method, we developed a CTI that translates common clinical tuning parameters into model adjustments. We then conducted a case study involving an above-knee amputee participant where a prosthetist iteratively tuned the prosthesis in a simulated clinical session involving walking and sit-stand transitions. Results: The prosthetist fully tuned the multi-activity prosthesis controller in under 20 min. Each iteration of tuning (i.e., observation, parameter adjustment, and model reprocessing) took 2 min on average for walking and 1 min on average for sit-stand. The tuned behavior changes were appropriately manifested in the commanded prosthesis torques, both at the tuned tasks and across untuned tasks (inclines). Conclusion: The CTI leveraged able-bodied trends to efficiently personalize a wide array of walking tasks and sit-stand transitions. A case-study validated the CTI tuning method and demonstrated the efficiency necessary for powered knee-ankle prostheses to become clinically viable.

Authors: Emma Reznick, T. Kevin Best, Robert Gregg

Last Update: 2024-12-13 00:00:00

Language: English

Source URL: https://arxiv.org/abs/2412.10154

Source PDF: https://arxiv.org/pdf/2412.10154

Licence: https://creativecommons.org/licenses/by/4.0/

Changes: This summary was created with assistance from AI and may have inaccuracies. For accurate information, please refer to the original source documents linked here.

Thank you to arxiv for use of its open access interoperability.

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