A groundbreaking AI-enabled exoskeleton developed by researchers at North Carolina State University and the University of North Carolina at Chapel Hill promises to be a game changer for people with mobility challenges.
I resemble technology I’ve received a ton of messages asking if there are any applications for people with disabilities, and this new exoskeleton could help with just that.
This wearable technology delivers unprecedented energy savings during human exercise, making users feel as if they are weighing down by 26 pounds, resulting in significant improvements in athletic performance and activities of daily living.
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A man running while wearing an AI-enabled exoskeleton (NCSU) (Kurt “Cyberguy” Knutson)
The Power of Digital Twin Simulation
The secret to this revolutionary exoskeleton lies in sophisticated digital twin simulations where man and machine coexist, learning and adapting through millions of iterations to achieve the perfect physical assistance. The exoskeleton’s AI algorithms Still in developmentis moving beyond traditional machine learning, which focuses on simulations and games, into new areas where technology directly augments human capabilities.
A woman walking in an AI-enabled exoskeleton (NCSU) (Kurt “Cyberguy” Knutson)
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Data-Driven and Physics-Based Reinforcement Learning
The researchers employed data-driven, physics-based reinforcement learning, an approach that allows wearable robots to be not only smart but intuitive, aligning with the mission of improving human mobility and health. This cutting-edge technology maps sensor inputs from the robot into auxiliary torques without intermediate steps, enabling end-to-end control.
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A man climbing stairs wearing an AI-enabled exoskeleton (NCSU) (Kurt “Cyberguy” Knutson)
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Versatile support across multiple activities
One of the most notable features of this exoskeleton is its ability to generate synergistic assistance for different activities such as walking, running, climbing stairs, etc. The learned controller automatically adapts to each user’s different movement patterns and seamlessly orchestrates the transitions between activities without manual control.
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A man running while wearing an AI-enabled exoskeleton (NCSU) (Kurt “Cyberguy” Knutson)
Unprecedented reduction in metabolic costs
The experimental results are truly impressive: among state-of-the-art portable exoskeletons, this exoskeleton achieves the highest metabolic cost reductions for walking (24.3%), running (13.1%), and stair climbing (15.4%). This remarkable achievement is due to our experiment-free and versatile control approach, which does not require extensive human testing or hand-crafted rules.
Illustration of AI-enabled exoskeleton results (NCSU) (Kurt “Cyberguy” Knutson)
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How much does an exoskeleton cost?
We spoke with Dr. Hao Xu, an associate professor at North Carolina State University and the University of North Carolina at Chapel Hill, where he is also director of the Biomechatronics and Intelligent Robotics Laboratory. (Biro)And he said, “Due to R&D costs and actuators, exoskeletons cost around $50,000-120,000, but our approach can significantly reduce R&D costs by leveraging an efficient simulation-learning framework that allows us to rapidly design and test in computer simulations rather than intensively testing humans or physical robots.”
“Going forward, we plan to make our robots truly affordable and accessible through innovative hardware design, specifically low-ratio gears and cost-effective, high-torque electric motors. In about a year, we aim to sell our exoskeletons in the price range of $1,500 to $4,000, depending on the specific features and production scale.”
Important points about the cart
This AI-powered exoskeleton is a major advancement in wearable robotics, enabling the rapid development and widespread deployment of robots that assist both able-bodied and mobility-impaired individuals. This technology has the potential to revolutionize the field of exoskeletons, paving the way for a future where mobility is no longer a barrier and motion restrictions are no longer a hurdle.
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