Skip to main content
  1. Home
  2. Emerging Tech
  3. Health & Fitness
  4. News

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

Add as a preferred source on Google

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.

Recommended Videos

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…
This bizarre email flaw is leaking corporate secrets to anyone who buys the right domain
Security researchers discovered companies are accidentally sending sensitive emails to domains that outsiders can register.
Maill app icon notifications

You don't always need to hack into a company's systems to get its secrets. Sometimes, the company will simply email them to you. A new report by WIRED's Matt Burgess has uncovered a bizarre email security problem in which companies are inadvertently sending sensitive information to domains that can be registered and controlled by outsiders. Security researchers Cory Solovevich and Mike Sheward discovered that seemingly harmless addresses such as noreply and deleteduser can become unexpected gateways to corporate information when the domains behind them aren't properly controlled.

The "hack" is buying the right domain

Read more
I found 3 ChatGPT features that turned out to be way more useful than I expected
ChatGPT on iPhone

I use ChatGPT pretty much every day, but somewhere along the way, I’ve also developed a habit of poking around and looking for features I haven’t tried yet. Some discoveries are genuinely useful, while others are the kind I’ll probably remember once every six months.

Every once in a while, though, I stumble across something that actually changes how I use ChatGPT. That happened recently with three features I’d somehow been overlooking. I’ve started using all three regularly now, and if you spend a lot of time in ChatGPT too, I think you’re missing out by not giving them a shot.

Read more
Anker just exposed a big problem with portable power stations
Appliance, Device, Electrical Device

When you're shopping for a portable power station, there's one number that's almost impossible to ignore: battery capacity. A 2 kWh battery should give you roughly 2 kWh of usable power, right? Unfortunately, things aren't quite that simple. Anker SOLIX has published new efficiency data for its S Series portable power stations, and it's putting the spotlight on something that doesn't get nearly as much attention as capacity: how much of the energy stored inside the battery actually makes it to your devices.

According to Anker, portable power stations are commonly advertised with efficiency figures measured under relatively heavy loads, where they can reach roughly 89% to 92% efficiency. But that's not necessarily how most people use one during an outage. Think about what you'd actually plug in. A Wi-Fi router might sip power continuously, a refrigerator switches its compressor on and off throughout the day, and a CPAP machine could run overnight. Together, those devices may draw just a fraction of what a large power station is capable of supplying. And that's where efficiency can start slipping.

Read more