Flying robots learn mind-boggling tricks
| by john chiwanza |
STORY HIGHLIGHTS
- Raffaello D'Andrea heads ETH Zurich's Flying Machine Arena
- Arena is at forefront of research into autonomous flying robots
- Quadrocopters learn amazing throwing and catching maneuvers
- D'Andrea says technology education needs to promote "unconstrained creation"
Every week, he receives a flood of e-mails from excited people telling him how to use them, he says.
"Folks have contacted me
about using them to deliver burritos and pizzas, paint walls, do search
and rescue, monitor the environment, flying cameras for movies ... It's
just endless," D'Andrea says.
"I'm not going to pass judgment on whether they are good or bad ... my role is to show people what is possible."
It appears those possibilities are growing by the day at the Swiss Federal Institute of Technology in Zurich (ETH Zurich) where D'Andrea leads a team of researchers at the Flying Machine Arena (FMA).
Set up by D'Andrea five
years ago, the arena offers a "sandbox environment" for testing a fleet
of progressively acrobatic quadrocopters.
"If we can create machines that learn and adapt what they are doing in aerobatics it pushes use towards more intelligent systems
Raffaello D'Andrea, ETH Zurich
Raffaello D'Andrea, ETH Zurich
In the beginning, these
four-rotor machines learned to flip through 360-degrees, "dance" to
music and even play the piano. Today, increasingly complex flight
maneuvers are being attempted as quadrocopters work together to build a
six-meter tall model tower and juggle balls and poles. It is an
extraordinary and slightly befuddling sight to behold.
Quadrocopters are
controlled by varying the relative speed of each rotor blades, or pairs
of rotor blades to generate thrust and control pitch, roll and yaw.
They've been around for a long time, says D'Andrea, but what's making
them so popular now as a creative tool is the shrinking size and cost of
technology.
"In order to fly these
things you need gyros. Only recently have they become small, accurate,
and cheap enough to put on these vehicles," he explains.
The tiny motors driving each rotor are also extremely powerful and cheap now, he says, as are the batteries.
Last month, ETH Zurich released video footage of
their latest stunt showing a quadrocopter balancing a pole before
tossing it to another quadrocopter which successfully catches and
controls the pole.
"We tried various
catching maneuvers," said grad student Dario Brescianini, who D'Andrea
and a colleague supervised during the research, "but none of them worked
until we introduced a learning algorithm, which adapts parameters of
the catching trajectory to eliminate systematic errors."
It took Brescianini
around three months to perfect the move, D'Andrea says, but the
infrastructure behind the FMA has taken much longer to build up.
Draped in protective
netting and crash mats, the FMA looks like a rather down-at-heal
gymnasium on first inspection, but a closer look reveals a high-tech
suite of equipment which is crucial to understanding how the ETH's
quadrocopters fly.
"We don't want the technology to be misused. The starting point is that our governments don't misuse the technology.
Raffaello D'Andrea, ETH Zurich
Raffaello D'Andrea, ETH Zurich
Atop the 10-meter cubed
space sits a motion capture system (made up of eight cameras) which
locate objects in the FMA at rates of more than 200 frames per second.
The data from this
indoor GPS system is sent to computers where custom-built software sends
commands to the quadrocopters via wifi.
"Aerodynamics is a very
complex phenomena to model properly. If we can create machines that
learn and adapt what they are doing in aerobatics it pushes use towards
more intelligent systems. It's a great research challenge," D'Andrea
says.
Within five years he expects to see a proliferation of flying machines being used in a variety of settings.
There are already
companies exploring flying vehicles for inspection and for humanitarian
purposes. In the case of the latter, he points to the efforts of
Californian-based start-up Matternet.
Founded by Andreas
Raptopoulos, the company have ambitious plans to build a network of
autonomous vehicles delivering food and aid to inaccessible areas in
developing countries.
In between in his other projects at ETH Zurich, which include developing balancing cubes and actuated wingsuits,
D'Andrea is also looking for ways to commercialize the university's
innovations. He's currently in the process of starting a company which
aims to maximize the potential of their quadrocopters in the arts and
entertainment industry.
If his previous forays into the business world are anything to go by then expect it to be wildly successful.
In 2003, D'Andrea
co-founded Kiva Systems, applying the knowledge learnt creating a team
of soccer-playing robots at Cornell University.
The company, which provides automated robot systems for warehouses, was sold to Amazon for $775 million in 2012.
"When we were doing
RoboCup (an international robotics competition) it did not enter my mind
that the learnings I would take from my students I had trained could be
used to build a company like Kiva Systems," he says.
"Basically, my mode of
operation is really to focus on creating things that have never been
done before and push the boundaries of what autonomous systems can do.
In the process, do great research and educate people on how to really
make things work and the applications will come."
"I think there needs to be more room for unconstrained creation ...
We should be more concerned about fulfilling our dreams as children
Raffaello D'Andrea, ETH Zurich
Raffaello D'Andrea, ETH Zurich
There seems no limit to
what autonomous flying robots might be capable of in the future and
their unstoppable rise is increasingly causing concern, particularly
their use in espionage and warfare. Suppressing the technology is not an
option though, D'Andrea argues.
"I'm a firm believer that if the military use this technology then it's just a short step away from everyone using it," he says.
"We don't want the
technology to be misused. The starting point is that our governments
don't misuse the technology. As a society, we should question how much
of a role, if any, these robots have in warfare."
Efforts to outlaw weapon-carrying drones have been gathering speed and support in recent months. NGO Human Rights Watch published a report (Losing Humanity: The Case against Killer Robots)
in November 2012 urging governments to pre-emptively ban autonomous
weapons. Another campaign, "Stop the Killer Robots," is being mobilized
by the NGO International Committee for Robot Arms Control and is due to launch in April.
Far away from the social
and political debates about the misuse of drones, D'Andrea is just keen
to promote his teaching philosophy and how students should approach
learning.
"I think there needs to
be more room for unconstrained creation. We need to provide ways for
folks, especially at university, to push the boundaries of what
technology can do without being concerned about the immediate commercial
application," he says.
"We should be more
concerned about fulfilling our dreams as children. What was it we wanted
to do as children? We wanted to fly like birds. Well, why aren't we
doing that?"
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