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Thanks to artificial intelligence, drones can now fly autonomously at remarkably high speeds, while navigating unpredictable, complex obstacles using only their onboard sensing and computation.

This feat was achieved by getting the drone’s neural network to learn flying by watching a sort of “simulated expert” – an algorithm that flew a computer-generated drone through a simulated environment full of complex obstacles. Now, this “expert” could not be used outside of simulation, but its data was used to teach the neural network how to predict the best trajectory, based only on the data from the sensors.

Researchers at the California Institute of Technology (Caltech) have built a bipedal robot that combines walking with flying to create a new type of locomotion, making it exceptionally nimble and capable of complex movements.

Part walking robot, part flying drone, the newly developed LEONARDO (short for LEgs ONboARD drOne, or LEO for short) can walk a slackline, hop, and even ride a skateboard. Developed by a team at Caltech’s Center for Autonomous Systems and Technologies (CAST), LEO is the first robot that uses multi-joint legs and propeller-based thrusters to achieve a fine degree of control over its balance.

“We drew inspiration from nature. Think about the way birds are able to flap and hop to navigate telephone lines,” explained Soon-Jo Chung, Professor of Aerospace and Control and Dynamical Systems. “A complex yet intriguing behaviour happens as birds move between walking and flying. We wanted to understand and learn from that.”

It’s piloting the new delivery model in Logan, Queensland.


Alphabet subsidiary Wing has launched a pilot program that will have its drones fly products from the rooftops of shopping centers. In fact, it has already started the program in its biggest market, Logan, Australia. The subsidiary has teamed up with Australian retail property group, Vicinity Centres, to test the new model at Logan’s Grand Plaza, where Wing’s drones have been flying orders to customers from businesses directly below their launching pad.

Wing has been operating in Logan over the past two years, but up until now, businesses have had to co-locate their products at the company’s delivery facility. This is the first time the subsidiary is conducting deliveries from participating merchants’ existing location instead. Wing has been flying its drones from the rooftop of Grand Plaza since mid-August, delivering sushi, bubble tea, smoothies and other products from merchants in the shopping center. Starting today, the drones will also deliver over-the-counter medicine and personal care and beauty products.

Within the first six weeks of operating from the Grand Plaza, Wing’s drones have already made 2,500 deliveries to several Logan suburbs. The Alphabet company plans to expand not just its partner merchants in the center, but also its delivery coverage area. Jesse Suskin, Wing’s Head of Policy & Community Affairs in Australia, also said that if the Grand Plaza pilot is successful, the company can “potentially roll out similar models in other locations across Vicinity Centres’ retail property portfolio.”

https://www.youtube.com/watch?v=Ds9EcRBZzWE

One of the most critical aspects of SpaceX’s quest for the reusability of its space hardware is the recovery of its booster. To achieve this, SpaceX decided to land its boosters on the sea. However, the boosters land on large drone ships to prevent losing the booster and transport it back to land.
After many successful landings and recovery of the boosters, the large and dependable drone ships have become a vital link in SpaceX’s dream to make space travel affordable. SpaceX recently added another drone ship to the pair it had in service.
Join us as we explore SpaceX’s insane new drone ship!
To the armchair engineer, landing a rocket in the sea is suicide as many things can go wrong. To start with, when floating on the sea, the drone ship or barge is small compared to all the land available for the booster to land on.
Compounding the problem is that the drone ship itself can be rocked about on the sea, more than 300 km off the coast.
So, combining the size and instability of the drone ship, the booster can miss the drone ship and crash into the sea, making it harder or even impossible to recover.
However, many things have gone wrong as SpaceX tried to land a rocket on land, with several boosters crashing and bursting into flames.
Apart from that, SpaceX has very good reasons to prefer a sea landing for its boosters, and the reason has to do with fuel.
Fuel is a critical component on any mission because the engineers have to balance carrying enough quantity of it and keeping the rocket as light as possible. As you can imagine, the Falcon 9 rockets are heavy, at more than half a million kilograms which means fuel is a premium.
This is how it breaks down:
When you launch to space and the booster returns, you need to slow down the speed from more than 8,000 km/h down to zero. This is done by reigniting the engine, and it requires fuel.
The fuel has to come from the leftover after boosting the upper stage.
This is where it gets interesting.
If you blasted a payload to low orbit, for example, you would have more than enough fuel for the landing. However, if the mission was destined for beyond Earth’s orbit, you will need more fuel because you have to launch faster. This will leave you with no fuel for the landing.
This will be a big blow to SpaceX’s dream of reusing its boosters. Recall that the company wants to launch missions to Mars, which will require lots of fuel to attain the speed necessary for launch but not enough fuel for landing.
However, there is a way out of this problem with the aid of geography.
When SpaceX launches from Florida, the rocket heads East over the Atlantic Ocean. So making the rocket land at sea and not having to return to the launch site will reduce the fuel required because the distance is shorter.
This means for more ambitious launches, it makes sense for SpaceX to land on the sea.
As Musk put it at a conference, “For half our missions, we will need to land out to sea. Anything beyond Earth is likely to need to land on the ship.”
Now, what motivation does SpaceX have to land and reuse its boosters?
The motivation is money. SpaceX wants to save money on its launches, and refurbishing a rocket saves time and costs a fraction of building a new one.
Just how much money is SpaceX saving?
We might never get an actual figure because it is a trade secret, but it is a play on several factors.
For example, to save some fuel for landing, it means you have to reduce your payload. For the Falcon 9 that means a reduction of up to 40 percent in revenue, according to Musk’s tweet:


Recovery and refurbishment costs take another 10 percent. So after two flights, SpaceX breaks even.
The savings is more or less limitless as Musk claims the rocket can fly more than 100 times.
Interestingly, Musk was responding to a tweet that stated United Launch Alliance claimed a booster had to fly ten times for reusability to make economic sense. This shows the difference in economics between the two companies, despite being in the same industry.
However, landing at sea and recovering the booster would not be possible without the quiet heroes that are SpaceX’s barges or drone ships.
There were two in operation before a third joined this year. All have names you would have to get used to if you are not a fan of science fiction, i.e., Of Course I Still Love You, OCISLY, Just Read The Instructions, and A Shortfall Of Gravitas.
Each of these massive drone ships is the size of a football field.
The first drone ship was Of Course I Still Love You, which entered use in 2015. It supported launches from Florida by operating off the east coast of the US. However, it has since moved to the west coast after a new barge joined the fleet.

The transaction-based communications system ensures robot teams achieve their goal even if some robots are hacked.

Imagine a team of autonomous drones equipped with advanced sensing equipment, searching for smoke as they fly high above the Sierra Nevada mountains. Once they spot a wildfire, these leader robots relay directions to a swarm of firefighting drones that speed to the site of the blaze.

But what would happen if one or more leader robots was hacked by a malicious agent and began sending incorrect directions? As follower robots are led farther from the fire, how would they know they had been duped?

The use of blockchain technology as a communication tool for a team of robots could provide security and safeguard against deception, according to a study by researchers at MIT and Polytechnic University of Madrid, which was published today in IEEE Transactions on Robotics. The research may also have applications in cities where multirobot systems of self-driving cars are delivering goods and moving people across town.

The future of package delivery, taxis, and even takeout in cities may be in the air—above the gridlocked streets. But before a pizza-delivery drone can land safely on your doorstep, the operators of these urban aircraft will need extremely high-resolution forecasts that can predict how weather and buildings interact to create turbulence and the resulting impacts on drones and other small aerial vehicles.

While scientists have been able to run simulations that capture the bewilderingly complex flow of air around buildings in the urban landscape, this process can take days or even weeks on a supercomputing system—a timeline far too slow (and a task far too computationally expensive) to be useful to daily weather forecasters.

Now, scientists at the National Center for Atmospheric Research (NCAR) have demonstrated that a new kind of built entirely to run on graphical processing units, or GPUs, has the potential to produce useful, street-level forecasts of atmospheric flow in urban areas using far fewer computing resources and on a timeline that makes real-time weather forecasting for drones and other urban aircraft plausible.

For a long time fixed wing VTOL drones were tricky to work with, but with the availability of open source flight control and autopilot software this has changed. To make experimentation even easier, [Stephen Carlson] and other researchers from the RoboWork Lab at the University of Nevada created the MiniHawk, a 3D printed VTOL aircraft for use a test bed for various research projects.

Some of these project include creating a longer wingspan aircraft by combining multiple MiniHawks in mid-flight with magnetic wing-tip mounts, or “migratory behaviors”. The latter is a rather interesting idea, which involves letting the craft land in any suitable location, and recharging using wing mounted solar panels before continuing with the next leg of the mission. With this technique, the MiniHawk could operate on mission almost indefinitely without human intervention. This is a departure from some other solar planes we’ve seen, which attempt to recharge while flying, or even ditch batteries completely, which limits operation to sunny weather conditions.

The design is open source, with all the relevant information and files available on GitHub. This looks like a fun craft even if you don’t plan on doing research with it, and [Stephen] also created an FPV specific canopy cover.

When people think about the search for life beyond Earth they often think about looking beyond our solar system and even beyond our galaxy. But what about looking closer to home? Titan, Saturn’s largest moon has a dense atmosphere, an internal liquid water ocean, and stable bodies of liquid methane on its surface. While we have not found any evidence of life on Titan, its chemistry and environment make it an interesting place to explore. Europa is a moon of Jupiter with a water-ice crust and liquid ocean underneath. Its atmosphere is very thin, but it’s composed mostly of oxygen.

Zibi (Elizabeth) Turtle is the principal investigator of the Dragonfly mission which will land a drone-like vehicle on Titan to conduct sorties to sample and examine sites around Titan. Morgan Cable is also on the Dragonfly Team, and both Zibi and Morgan are working on the Europa Clipper mission which will perform reconnaissance of Europa to investigate whether it could have conditions suitable for life. Join Zibi and Morgan, along with SETI Institute planetary astronomer Franck Marchis for their discussion about what makes Titan and Europa such intriguing places to search for clues about the origins of life in our solar system.

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Leading defense company Baykar has unveiled for the first time its newly designed drone that can hover, take off and land vertically at Turkey’s largest technology and aviation event, Teknofest.

The flight tests of the vertical take-off and landing (VTOL) unmanned aerial vehicle (UAV) are due to be completed soon. Mass production and delivery phases are expected to start in 2022.

The new UAV does not need a landing track and can take off from several different places, including naval or mobile platforms, said Burak Özbek, an air vehicle design engineer at Baykar, which is already known worldwide for its landmark Bayraktar TB2 and Akıncı drones.