Skip to main content

Scientists develop algorithm that lets artificial legs re-tune themselves on the fly

Automatic tuning powered prostheses using cyber expert system
Powered artificial limbs are a marvel of engineering and like most fine pieces of machinery, these prosthetic pieces require regular maintenance. Currently much of this fine tuning is handled by prosthetics experts in a painstakingly long and expensive process, but that reality may change thanks to a team of bioengineers from North Carolina (NC) State University and the University of North Carolina at Chapel Hill. The researchers are developing a software algorithm that would tune artificial limbs automatically while the limb wearer is walking throughout the day.

You might not realize it, but powered prosthetics are complicated pieces of machinery and require more than just a simple fitting before a wearer can take off for a stroll on their artificial limbs. The limbs need to be calibrated to each individual’s physical condition, taking into account their weight, muscle strength, and other characteristics; such as the joint angle of their gait All these parameters and more are adjusted so the limb can mimic the person’s normal joint motion and recreate their natural gait of walking.

These adjustments are normally completed by a prosthetics expert when the limb is first fitted to the patient, and again at regular intervals as the patient adjusts to the limb or their physical stature changes. These adjustments, however, take time and can be costly for the patient who is wearing the limb. As a result, patients may delay a necessary re-tuning and will continue to wear an uncomfortable and poorly fitted limb.

To provide an alternative, the North Carolina scientists, led by lead researcher and associate professor Helen Huang, have developed a cyber expert system that uses an auto-tuning algorithm to make adjustments to the limb on the fly. This auto-tuning code can be embedded into the software of the powered prosthesis, allowing it to automatically adjust the artificial limb as the wearer walks around each day. It also adapts to a person’s movement in real time, making changes to the prosthetic in response to the limb wearer. For example, the limb can compensate when the wearer is carrying a heavy suitcase through an airport and then revert back to normal when the luggage is gone.

Results from the trial were promising, with the cyber expert system outperforming the prosthetics expert at adjusting the joint angle of the artificial limb. Despite its success in that area, the cyber system was not as good as the prosthetics expert at making the smaller adjustments that help a patient maintain a comfortable posture while walking. Lead researcher Huang is encouraged by the results that show their approach works, but confirms that her team is “still working to make it better.”

Kelly Hodgkins
Kelly's been writing online for ten years, working at Gizmodo, TUAW, and BGR among others. Living near the White Mountains of…
Digital Trends’ Top Tech of CES 2023 Awards
Best of CES 2023 Awards Our Top Tech from the Show Feature

Let there be no doubt: CES isn’t just alive in 2023; it’s thriving. Take one glance at the taxi gridlock outside the Las Vegas Convention Center and it’s evident that two quiet COVID years didn’t kill the world’s desire for an overcrowded in-person tech extravaganza -- they just built up a ravenous demand.

From VR to AI, eVTOLs and QD-OLED, the acronyms were flying and fresh technologies populated every corner of the show floor, and even the parking lot. So naturally, we poked, prodded, and tried on everything we could. They weren’t all revolutionary. But they didn’t have to be. We’ve watched enough waves of “game-changing” technologies that never quite arrive to know that sometimes it’s the little tweaks that really count.

Read more
Digital Trends’ Tech For Change CES 2023 Awards
Digital Trends CES 2023 Tech For Change Award Winners Feature

CES is more than just a neon-drenched show-and-tell session for the world’s biggest tech manufacturers. More and more, it’s also a place where companies showcase innovations that could truly make the world a better place — and at CES 2023, this type of tech was on full display. We saw everything from accessibility-minded PS5 controllers to pedal-powered smart desks. But of all the amazing innovations on display this year, these three impressed us the most:

Samsung's Relumino Mode
Across the globe, roughly 300 million people suffer from moderate to severe vision loss, and generally speaking, most TVs don’t take that into account. So in an effort to make television more accessible and enjoyable for those millions of people suffering from impaired vision, Samsung is adding a new picture mode to many of its new TVs.
[CES 2023] Relumino Mode: Innovation for every need | Samsung
Relumino Mode, as it’s called, works by adding a bunch of different visual filters to the picture simultaneously. Outlines of people and objects on screen are highlighted, the contrast and brightness of the overall picture are cranked up, and extra sharpness is applied to everything. The resulting video would likely look strange to people with normal vision, but for folks with low vision, it should look clearer and closer to "normal" than it otherwise would.
Excitingly, since Relumino Mode is ultimately just a clever software trick, this technology could theoretically be pushed out via a software update and installed on millions of existing Samsung TVs -- not just new and recently purchased ones.

Read more
AI turned Breaking Bad into an anime — and it’s terrifying
Split image of Breaking Bad anime characters.

These days, it seems like there's nothing AI programs can't do. Thanks to advancements in artificial intelligence, deepfakes have done digital "face-offs" with Hollywood celebrities in films and TV shows, VFX artists can de-age actors almost instantly, and ChatGPT has learned how to write big-budget screenplays in the blink of an eye. Pretty soon, AI will probably decide who wins at the Oscars.

Within the past year, AI has also been used to generate beautiful works of art in seconds, creating a viral new trend and causing a boon for fan artists everywhere. TikTok user @cyborgism recently broke the internet by posting a clip featuring many AI-generated pictures of Breaking Bad. The theme here is that the characters are depicted as anime characters straight out of the 1980s, and the result is concerning to say the least. Depending on your viewpoint, Breaking Bad AI (my unofficial name for it) shows how technology can either threaten the integrity of original works of art or nurture artistic expression.
What if AI created Breaking Bad as a 1980s anime?
Playing over Metro Boomin's rap remix of the famous "I am the one who knocks" monologue, the video features images of the cast that range from shockingly realistic to full-on exaggerated. The clip currently has over 65,000 likes on TikTok alone, and many other users have shared their thoughts on the art. One user wrote, "Regardless of the repercussions on the entertainment industry, I can't wait for AI to be advanced enough to animate the whole show like this."

Read more