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**Engineers, using artificial intelligence and wearable cameras, now aim to help robotic exoskeletons walk by themselves.**

Increasingly, researchers around the world are developing lower-body exoskeletons to help people walk. These are essentially walking robots users can strap to their legs to help them move.

One problem with such exoskeletons: They often depend on manual controls to switch from one mode of locomotion to another, such as from sitting to standing, or standing to walking, or walking on the ground to walking up or down stairs. Relying on joysticks or smartphone apps every time you want to switch the way you want to move can prove awkward and mentally taxing, says Brokoslaw Laschowski, a robotics researcher at the University of Waterloo in Canada.


AI and wearable cameras could help exoskeletons act a bit like autonomous vehicles.

The more data collected, the better the results.


Understanding the genetics of complex diseases, especially those related to the genetic differences among ethnic groups, is essentially a big data problem. And researchers need more data.

1000, 000 genomes

To address the need for more data, the National Institutes of Health has started a program called All of Us. The project aims to collect genetic information, medical records and health habits from surveys and wearables of more than a million people in the U.S. over the course of 10 years. It also has a goal of gathering more data from underrepresented minority groups to facilitate the study of health disparities. The All of Us project opened to public enrollment in 2018, and more than 270000 people have contributed samples since. The project is continuing to recruit participants from all 50 states. Participating in this effort are many academic laboratories and private companies.

One wearable emerged victorious over the others in each of the three categories. I’m including the runners-up for context and to provide an alternative if you’re not convinced by my top pick.


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I came to the human life extension community not as a spanner (initially), biohacker, or a young person filled with existential dread, but as a person obsessed with quantified self. As a teen, I used pencil and paper to track my sleep and my food intake. As a college student, I wore a pedometer and tracked my daily steps on a spreadsheet. In 2014, Fitbit released the Fitbit Force, and since then I’ve had some version of top wearable on my wrist, continuously tracking what I do.

The feedback I’ve gotten from these devices is exceptional. I know that I gain, on average, 1.7 pounds before every menstrual cycle, and that I lose that weight about a day before it’s finished. I know that I need about seven hours and 40 minutes of sleep every night to feel well-rested. I know that if I get at least 40 minutes of cardio on one day, the following day my resting heart rate is a beat or two lower than my overall average. Knowing my body this well puts me in a great place to know if something is going wrong, if I need to reconfigure my lifestyle to push my metrics in the right direction.

From microwave ovens to Wi-Fi connections, the radio waves that permeate the environment are not just signals of energy consumed but are also sources of energy themselves. An international team of researchers, led by Huanyu “Larry” Cheng, Dorothy Quiggle Career Development Professor in the Penn State Department of Engineering Science and Mechanics, has developed a way to harvest energy from radio waves to power wearable devices.

The researchers recently published their method in Materials Today Physics.

According to Cheng, current energy sources for wearable health-monitoring devices have their place in powering sensor devices, but each has its setbacks. Solar power, for example, can only harvest energy when exposed to the sun. A self-powered triboelectric can only harvest energy when the body is in motion.

Devices shift away from Robocop-like wearables to simpler, more accessible assistive solutions.


There are many, many wearable and portable devices aimed at improving life for the blind and visually impaired (in some cases, even restoring vision). Such devices have been developed for pretty much every part of the body: fingers, wrists, abdomen, chest, face, ears, feet, even the tongue.

The thing is—people don’t want to wear them.

“All of these wearables currently on the market have very low acceptance from the community because you look like some sort of RoboCop when you wear them, and people don’t want to attract attention to their impairment,” said Ruxandra Tivadar of the University of Bern in Switzerland, during the annual meeting of the Cognitive Neuroscience Society (CNS), held virtually this week.

The new treatment utilizes “artificial brainwaves” through a wearable device that according to clinical trials, resulted in 77% of subjects recovering faster from strokes if compared to those not using the treatment. The “artificial brainwaves” are delivered via electromagnetic radiation, which stimulates the nervous system to regrow and heal itself. In using this method, BrainQ was able to imitate the processes of neural network synchronization.

In a study conducted by the company, using a double-blind randomized controlled trial, it was found that after eight weeks of treatment, 77% of test subjects receiving BrainQ’s therapy had scores of 1 or 0 on the modified rankin scale, which indicates that either no symptoms or minor symptoms resulted from the trial, along with no significant disability.

The results of the study is expected to be presented at the International Stroke Conference in late March.

North Carolina State University engineers continue to improve the efficiency of a flexible device worn on the wrist that harvests heat energy from the human body to monitor health.

In a paper published in npj Flexible Electronics, the NC State researchers report significant enhancements in preventing leakage in the flexible body heat harvester they first reported in 2017 and updated in 2020. The harvesters use from the human body to power —think of smart watches that measure your heart rate, blood oxygen, glucose and other health parameters—that never need to have their batteries recharged. The technology relies on the same principles governing rigid thermoelectric harvesters that convert heat to .

Flexible harvesters that conform to the are highly desired for use with wearable technologies. Mehmet Ozturk, an NC State professor of electrical and computer engineering and the corresponding author of the paper, mentioned superior skin contact with , as well as the ergonomic and comfort considerations to the wearer, as the core reasons behind building flexible thermoelectric generators, or TEGs.

Nanoengineers at the University of California San Diego have developed a “wearable microgrid” that harvests and stores energy from the human body to power small electronics. It consists of three main parts: sweat-powered biofuel cells, motion-powered devices called triboelectric generators, and energy-storing supercapacitors. All parts are flexible, washable and can be screen printed onto clothing.

The technology, reported in a paper published Mar. 9 in Nature Communications, draws inspiration from community microgrids.

“We’re applying the concept of the microgrid to create systems that are powered sustainably, reliably and independently,” said co-first author Lu Yin, a nanoengineering Ph.D. student at the UC San Diego Jacobs School of Engineering. “Just like a city microgrid integrates a variety of local, renewable power sources like wind and solar, a wearable microgrid integrates devices that locally harvest energy from different parts of the body, like sweat and movement, while containing .”

Flexible electrodes, electronic components that conduct electricity, are of key importance for the development of numerous wearable technologies, including smartwatches, fitness trackers and health monitoring devices. Ideally, electrodes inside wearable devices should retain their electrical conductance when they are stretched or deformed.

Many flexible electrodes developed so far are made of placed on elastic substrates. While some of these electrodes are flexible and well, sometimes, the metal are fractured, which can result in sudden electricity disconnection.

Researchers at University of Illinois at Urbana-Champaign have recently introduced a new design that could enable the development of strain-resilient flexible electrodes that conduct electricity well, even when they are stretched or deformed. This design, outlined in a paper published in Nature Electronics, involves the introduction of a thin, two-dimensional (2-D) interlayer, which reduces the risk of fractures and retains electrical connections of metal films.

Researchers at the University of California San Diego (UCSD) have developed a wearable health monitor that may bring us one step closer to the dream of Star Trek’s famous tricorder.

The monitor, a stretchy skin patch, can do it all: measuring blood pressure and heart rate, your glucose levels, as well as one of alcohol, caffeine, or lactate levels.

According to UCSD’s press release, the patch is the first device to demonstrate measuring multiple biochemical and cardiovascular signals at the same time.