Page 271 of 522
1 269 270 271 272 273 522

Robotic lightning bugs take flight

Inspired by fireflies, MIT researchers have created soft actuators that can emit light in different colors or patterns. Credits: Courtesy of the researchers

By Adam Zewe | MIT News Office

Fireflies that light up dusky backyards on warm summer evenings use their luminescence for communication — to attract a mate, ward off predators, or lure prey.

These glimmering bugs also sparked the inspiration of scientists at MIT. Taking a cue from nature, they built electroluminescent soft artificial muscles for flying, insect-scale robots. The tiny artificial muscles that control the robots’ wings emit colored light during flight.

This electroluminescence could enable the robots to communicate with each other. If sent on a search-and-rescue mission into a collapsed building, for instance, a robot that finds survivors could use lights to signal others and call for help.

The ability to emit light also brings these microscale robots, which weigh barely more than a paper clip, one step closer to flying on their own outside the lab. These robots are so lightweight that they can’t carry sensors, so researchers must track them using bulky infrared cameras that don’t work well outdoors. Now, they’ve shown that they can track the robots precisely using the light they emit and just three smartphone cameras.

“If you think of large-scale robots, they can communicate using a lot of different tools — Bluetooth, wireless, all those sorts of things. But for a tiny, power-constrained robot, we are forced to think about new modes of communication. This is a major step toward flying these robots in outdoor environments where we don’t have a well-tuned, state-of-the-art motion tracking system,” says Kevin Chen, who is the D. Reid Weedon, Jr. Assistant Professor in the Department of Electrical Engineering and Computer Science (EECS), the head of the Soft and Micro Robotics Laboratory in the Research Laboratory of Electronics (RLE), and the senior author of the paper.

He and his collaborators accomplished this by embedding miniscule electroluminescent particles into the artificial muscles. The process adds just 2.5 percent more weight without impacting the flight performance of the robot.

Joining Chen on the paper are EECS graduate students Suhan Kim, the lead author, and Yi-Hsuan Hsiao; Yu Fan Chen SM ’14, PhD ’17; and Jie Mao, an associate professor at Ningxia University. The research was published this month in IEEE Robotics and Automation Letters.

A light-up actuator

These researchers previously demonstrated a new fabrication technique to build soft actuators, or artificial muscles, that flap the wings of the robot. These durable actuators are made by alternating ultrathin layers of elastomer and carbon nanotube electrode in a stack and then rolling it into a squishy cylinder. When a voltage is applied to that cylinder, the electrodes squeeze the elastomer, and the mechanical strain flaps the wing.

To fabricate a glowing actuator, the team incorporated electroluminescent zinc sulphate particles into the elastomer but had to overcome several challenges along the way.

First, the researchers had to create an electrode that would not block light. They built it using highly transparent carbon nanotubes, which are only a few nanometers thick and enable light to pass through.

However, the zinc particles only light up in the presence of a very strong and high-frequency electric field. This electric field excites the electrons in the zinc particles, which then emit subatomic particles of light known as photons. The researchers use high voltage to create a strong electric field in the soft actuator, and then drive the robot at a high frequency, which enables the particles to light up brightly.

“Traditionally, electroluminescent materials are very energetically costly, but in a sense, we get that electroluminescence for free because we just use the electric field at the frequency we need for flying. We don’t need new actuation, new wires, or anything. It only takes about 3 percent more energy to shine out light,” Kevin Chen says.

As they prototyped the actuator, they found that adding zinc particles reduced its quality, causing it to break down more easily. To get around this, Kim mixed zinc particles into the top elastomer layer only. He made that layer a few micrometers thicker to accommodate for any reduction in output power.

While this made the actuator 2.5 percent heavier, it emitted light without impacting flight performance.

“We put a lot of care into maintaining the quality of the elastomer layers between the electrodes. Adding these particles was almost like adding dust to our elastomer layer. It took many different approaches and a lot of testing, but we came up with a way to ensure the quality of the actuator,” Kim says.

Adjusting the chemical combination of the zinc particles changes the light color. The researchers made green, orange, and blue particles for the actuators they built; each actuator shines one solid color.

They also tweaked the fabrication process so the actuators could emit multicolored and patterned light. The researchers placed a tiny mask over the top layer, added zinc particles, then cured the actuator. They repeated this process three times with different masks and colored particles to create a light pattern that spelled M-I-T.

These artificial muscles, which control the wings of featherweight flying robots, light up while the robot is in flight, which provides a low-cost way to track the robots and also could enable them to communicate. Credits: Courtesy of the researchers

Following the fireflies

Once they had finetuned the fabrication process, they tested the mechanical properties of the actuators and used a luminescence meter to measure the intensity of the light.

From there, they ran flight tests using a specially designed motion-tracking system. Each electroluminescent actuator served as an active marker that could be tracked using iPhone cameras. The cameras detect each light color, and a computer program they developed tracks the position and attitude of the robots to within 2 millimeters of state-of-the-art infrared motion capture systems.

“We are very proud of how good the tracking result is, compared to the state-of-the-art. We were using cheap hardware, compared to the tens of thousands of dollars these large motion-tracking systems cost, and the tracking results were very close,” Kevin Chen says.

In the future, they plan to enhance that motion tracking system so it can track robots in real-time. The team is working to incorporate control signals so the robots could turn their light on and off during flight and communicate more like real fireflies. They are also studying how electroluminescence could even improve some properties of these soft artificial muscles, Kevin Chen says.

“This work is really interesting because it minimizes the overhead (weight and power) for light generation without compromising flight performance,” says Kaushik Jayaram, an assistant professor in Department of Mechanical Engineering at the University of Colorado at Boulder, who was not involved with this research. “The wingbeat synchronized flash generation demonstrated in this work will make it easier for motion tracking and flight control of multiple microrobots in low-light environments both indoors and outdoors.”

“While the light production, the reminiscence of biological fireflies, and the potential use of communication presented in this work are extremely interesting, I believe the true momentum is that this latest development could turn out to be a milestone toward the demonstration of these robots outside controlled laboratory conditions,” adds Pakpong Chirarattananon, an associate professor in the Department of Biomedical Engineering at the City University of Hong Kong, who also was not involved with this work. “The illuminated actuators potentially act as active markers for external cameras to provide real-time feedback for flight stabilization to replace the current motion capture system. The electroluminescence would allow less sophisticated equipment to be used and the robots to be tracked from distance, perhaps via another larger mobile robot, for real-world deployment. That would be a remarkable breakthrough. I would be thrilled to see what the authors accomplish next.”

This work was supported by the Research Laboratory of Electronics at MIT.

A drone that can avoid obstacles helped win a sweeping new approval for aerial inspections of power facilities

Since the Virginia Tech Mid-Atlantic Aviation Partnership was designated by the Federal Aviation Administration (FAA) as an official drone test site in 2013, its research has helped shape drone integration in the U.S.

Human-like robots may be perceived as having mental states

When robots appear to engage with people and display human-like emotions, people may perceive them as capable of "thinking," or acting on their own beliefs and desires rather than their programs, according to research published by the American Psychological Association.

Bees’ ‘waggle dance’ may revolutionize how robots talk to each other in disaster zones

Where are those flowers and how far away are they? This is the crux of the "waggle dance" performed by honeybees to alert others to the location of nectar-rich flowers. A new study in Frontiers in Robotics and AI has taken inspiration from this technique to devise a way for robots to communicate.

Dan Mantz: Growing Interest in STEM, Soft Skills, and Labor Shortages | Sense Think Act Podcast #21

In this episode, Audrow Nash speaks to Dan Mantz, who is the CEO of the Robotics Education and Competition (REC) Foundation. The REC Foundation is a nonprofit that works with VEX Robotics to build interest in STEM related career opportunities. Dan speaks about the different competitions REC facilitates, why REC is a nonprofit, how REC works with VEX Robotics, on the importance of soft skills, on workforce gaps, and on the future of education.

Episode Links

Podcast info

#ICRA2022 networking events

Photo credits: Wise Old Multimedia

IEEE International Conference on Robotics and Automation (ICRA) has given many opportunities over the years for researchers, industries, students and the enthusiasts to network and collaborate. In a similar fashion, this year in 2022, there were great number of opportunities to involve and engage as well including networking events.

A week before the conference, IEEE Robotics and Automation Society, Women in Engineering (RAS WiE) organized a free virtual event for the enthusiasts from the robotics research field to learn and discuss the aspects of Becoming a Plenary/Keynote Speaker in an International Robotics Conference. Three extraordinary robotics researchers, Dr. Vandi Verma, NASA Jet Propulsion Laboratory, USA, Dr. Katherine Kuchenbecker, Director, Haptic Intelligence Department, Max Planck Institute for Intelligent Systems, Germany and Prof. Lydia Kavraki, Greek-American computer scientist, the Noah Harding Professor of Computer Science, a professor of bioengineering, electrical and computer engineering, and mechanical engineering, Rice University discussed their career paths, opportunities and difficulties they’ve faced along their journey as a woman in engineering, mentoring, STEM promotion and work-life balance. The panelists also shared their invaluable personal experience and discussed the importance of learning together. The event was remarkable.

There were a lot of in-depth discussions duing the workshop. We discussed the importance of practicing a talk as a way of respecting the audience during conferences, advocating for others as we never know who out there is reflecting themselves on us and that how if we have no paper rejected, we are probably playing it too safe. Further, we also discussed about finding one’s niche and being the best at it. The idea of an aliveness detector was extra-ordinary. The concept behind the aliveness detector is that it is described as the key to understand why you like what you like, or what makes you feel alive, and having the curiosity to explore and connect your questions to the known knowledge. The workshop ended with other researchers and participants introducing themselves to the audience and thereby getting both exposure and growing network.

While I couldn’t make it to in-person networking events, the following networking events were hosted and turned out to be a tremondous success indeed.

  • Social Hour Hosted by the RAS Student Activities Committee
  • US Black in Robotics (BiR)
  • RAS Women In Engineering (WIE) Networking Apéro Event on The Benefits of Diversity in Research Teams
  • ICRA Welcome Reception
  • ICRA 2022 Dinner Reception
  • RAS Booth at ICRA

Human-centred mechanism design with Democratic AI

In our recent paper, published in Nature Human Behaviour, we provide a proof-of-concept demonstration that deep reinforcement learning (RL) can be used to find economic policies that people will vote for by majority in a simple game. The paper thus addresses a key challenge in AI research - how to train AI systems that align with human values.

Human-centred mechanism design with Democratic AI

In our recent paper, published in Nature Human Behaviour, we provide a proof-of-concept demonstration that deep reinforcement learning (RL) can be used to find economic policies that people will vote for by majority in a simple game. The paper thus addresses a key challenge in AI research - how to train AI systems that align with human values.

ROS Awards 2022 results

The ROS Awards are the Oscars of the ROS world! The intention of these awards is to express recognition for contributions to the ROS community and the development of the ROS-based robot industry, and to help those contributions gain awareness.

Conditions

  • Selection of the winners is made by anonymous online voting over a period of 2 weeks
  • Anybody in the ROS community can vote through the voting enabled website
  • Organizers of the awards provide an initial list of 10 possible projects for each category but the list can be increased at any time by anybody during the voting period
  • Since the Awards are organized by The Construct none of its products or developers can be voted
  • Winners are announced at the ROS Developers Day yearly conference
  • New on 2022 edition: Winners of previous editions cannot win again, in order to not concentrate the focus on the same projects all the time. Remember, with these awards, we want to help spread all ROS projects!

Voting

  1. Every person can only vote once in each category
  2. You cannot change your answers once you have submitted your vote
  3. Voting is closed 3 days before the conference, and a list of the finalists per each category is announced in the same week
  4. Voters cannot use flaws in the system to influence voting. Any detection of trying to trick the system will disqualify the votes. You can, though, promote your favorite among your networks so others vote for it.

Measures have been taken to prevent as much as possible batch voting from a single person.

Categories

Best ROS Software

The Best ROS Software category comprises any software that runs with ROS. It can be a package published on the ROS.org repo of just a software that uses ROS libraries to produce an input. Open Source and closed source are both valid.

Finalists

  1. Ignition Gazebo, by Open Robotics
  2. Groot Behavior Tree, by Davide Faconti
  3. Webots, by Cyberbotics
  4. SMACC2, by Brett Aldrich
  5. ros2_control, by several ROS developers
  6. PlotJuggler, by Davide Faconti

Winner: Webots, by Cyberbotics

Learn more about the winner in this video:

Best ROS-Based Robot

The Best ROS-Based Robot category includes any robot that runs ROS inside it. They can be robotics products, robots for research, or robots for education. In all cases, they must be running ROS inside.

Finalists

  1. Panda robot arm, by Franka Emika
  2. TIAGo, by Pal Robotics
  3. UR robot arm, by Universal Robots
  4. Turtlebot 4, by Clearpath
  5. Nanosaur, by Raffaello Bonghi
  6. Leo Rover, by Leo Rover

Winner: Nanosaur, by Raffaello Bonghi

Learn more about the winner in this video:

Best ROS Developer

Developers are the ones that create all the ROS software that we love. The Best ROS Developer category allows you to vote for any developer who has contributed to ROS development in one sense or another.

Finalists

  1. Francisco Martín
  2. Davide Faconti
  3. Raffaello Bonghi
  4. Brett Aldrich
  5. Victor Mayoral Vilches
  6. Pradheep Krishna

Winner: Francisco Martín

Learn more about the winner in this video:

Insights from the 2022 Edition

  1. This year, the third time we organise the awards, we have increased the total number of votes by 500% So we can say that the winners are a good representation of the feelings of the community.
  2. Still this year, the winners of previous editions received many votes. Fortunately, we applied the new rule of not allowing to win previous winners, to provide space for other ROS projects have the focus on the community, and hence help to create a rich ROS ecosystem.

Conclusions

The ROS Awards started in 2020 with a first edition where the winners were some of the best and well-known projects in the ROS world. In this third edition, we have massively increased the number of votes from the previous edition. We expect this award will continue to contribute to the spreading of good ROS projects.

See you again at ROS Awards 2023!

Page 271 of 522
1 269 270 271 272 273 522