Swarms of Drones Test New Dogfighting Skills

2017-04-25

Swarms of Drones Test New Dogfighting Skills
Aerial dogfighting began more than a century ago in the skies over Europe with propeller-driven fighter aircraft carried aloft on wings of fabric and wood. An event held recently in southern California could mark the beginning of a new chapter in this form of aerial combat.

In what may have been the first aerial encounter of its kind, researchers from the Georgia Tech Research Institute and Naval Postgraduate School recently pitted two swarms of autonomous aircraft against one another over a military test facility. While the friendly encounter may not have qualified as an old-fashioned dogfight, it provided the first example of a live engagement between two swarms of unmanned air vehicles (UAVs), and allowed the two teams to demonstrate different combat tactics in flight.

“The ability to engage a swarm of threat UAVs with another autonomous swarm is an area of critical research for defense applications,” said Don Davis, division chief of the Robotics and Autonomous Systems Branch of the Georgia Tech Research Institute. This experiment demonstrated the advances made in collaborative autonomy and the ability of a team of unmanned vehicles to execute complex missions. This encounter will serve to advance and inform future efforts in developing autonomous vehicle capabilities.

Each team launched ten small propeller-driven Zephyr aircraft, though two of the aircraft experienced technical issues at launch and were unable to compete, resulting in a 10 versus 8 competition. Although the UAVs were physically identical, their computers used different autonomy logic, collaboration approaches, and communications software developed by the two institutions. GPS tracking allowed each aircraft to know the location of the others for this demonstration. In the future, this information will be provided by on-board cameras, radars, and other sensors and payloads.

Each aircraft used a single-board mission computer, and for this demonstration, an open-source autopilot maintained flight control. The aircraft also had Wi-Fi systems that allowed them to communicate with other aircraft and with a ground station.

Both teams were trying to solve the same problem of flying a large swarm in a meaningful mission, and we came up with solutions that were similar in some ways and different in others, said Charles Pippin, a senior research scientist at the Georgia Tech Research Institute. By comparing how well each approach worked in the air, we were able to compare strategies and tactics on platforms capable of the same flight dynamics.

The foam-wing aircraft couldn’t actually shoot at one another, so a ground computer determined when an aircraft would have been in a position to attack another aircraft. The swarm teams flew three different sorties to compare different algorithms. The event took place February 9, 2017 at Camp Roberts, a California National Guard facility in Monterey County, Calif.

The two institutions have been working together since 2015 on issues involving collaborative autonomy – the ability of autonomous vehicles to work together to accomplish a given task. The Georgia Tech researchers have been using aircraft known as Skywalkers that are similar to the Zephyrs used by the Naval Postgraduate School.

This was a very successful test, said Davis. It gave us, as far as I know, the first actual experimentation of flying two autonomous swarms of UAVs against one another with no human control, other than sending high level commands or sending a message to engage. We were really trying to understand how different autonomy tactics work against other autonomy tactics.

For each UAV, the autonomy algorithms were fully in control of the aircraft, but a safety pilot stood by to take control of any aircraft if necessary. The autopilots also had built in safety constraints, such as airspace boundaries and ranges.

Such aerial demonstrations are the third step in the process that the Georgia Tech team uses to test its autonomy systems, Pippin said. As a first step, tactics are rapidly tested on a simulator that runs 30 times faster than real time. Next, promising approaches are tested on a full software stack that includes a high-resolution simulation.

We run hardware-in-the-loop simulations where we have the actual algorithms running on the hardware we fly, said Pippin. The full software stack includes the autonomy logic, communications systems, collaboration algorithms and other software that is then inserted directly into the actual aircraft. In the third step, the tactics are flown on the aircraft on test ranges. In this case, we used the Zephrys and flew the swarms at Camp Roberts.

The Georgia Tech researchers are using machine learning to help their autonomy system optimize performance and recognize under which circumstances a particular tactic may be advantageous.

Right now, were more interested in the research questions about autonomous coordination among the vehicles and the tactical behavior of the groups of vehicles, Pippin explained. We are focusing our efforts on how these vehicles cooperate and want to understand what it means for them to operate as a team.

Dogfighting tactics have advanced dramatically since the World War I, but the advent of UAV swarms may bring a brand new set of challenges. Unmanned vehicles have freedom to dive, bank, and climb at rates human pilots cannot tolerate. But the real advantage may be in computing power that could track dozens of adversaries far more than any human pilot could do and develop new ways to address challenges.

Autonomous techniques using machine learning may identify new tactics that a human would never think of, added Davis. Humans tend to base their techniques on tactics that manned fighters have used in the past. These autonomous aircraft may invoke new strategies.

In addition those already named, the Georgia Tech Research Institute team that supported the swarm demonstration included Michael Day, Kevin DeMarco, David Jensen, Rick Presley, and Evan Hammac. Others supporting the project included Michael Matthews, Eric Squires, Rob Bever, Eric Trewhitt, and students Laura Strickland, Avery Leonard, Natalie Rakosky, and Jeremy Feltracco.





Minnesota DoT Testing Drones for Bridge Inspections

2015-11-30
Minnesota DoT Testing Drones for Bridge Inspections
“We do underneath rope access inspections,” said Barritt Lovelace, a regional manager for Collins Engineers Inc., an agency headquartered in Chicago with offices throughout the country. Basically, we rock-climb bridges. It’s a lot of fun. In Duluth recently, Lovelace stood with a host of others below the Blatnik Bridge to participate in a demonstration of the Minnesota Department of Transportations ongoing study of using drones for bridge inspection purposes.

Over 2,100 Commercial End Users, Vendors at First Annual Drone World Expo

2015-11-23
Over 2,100 Commercial End Users, Vendors at First Annual Drone World Expo
The first ever Drone World Expo had an extremely successful launch last week at the San Jose Convention Center. The exhibit hall floor featured 75 exhibiting companies and the event attracted 2,120 commercial drone professionals. The exhibitors responded enthusiastically about their experience at the new trade show with many already planning on renewing booth space for the 2016 Show which will take place November 15-16 back at the San Jose Convention Center.

Drone Standards Tough To Reach For Young Pilots

2015-11-11
Drone Standards Tough To Reach For Young Pilots

Megan Halek could be the best unmanned aircraft pilot coming out of the University of North Dakota’s highly regarded aviation program this year: Shes aced a training program and has enough air experience to fly private jets worldwide.

Drone World Expo  Exclusive Board Member Interviews

2015-11-04
Drone World Expo Exclusive Board Member Interviews

To find out what inspires their interest in UAS and attracts the Advisory Board Members to support Drone World Expo, we scheduled a series of exclusive interviews. Our eleventh interviewee is Gretchen West, Senior Advisor of Innovation and Technology at Hogan Lovells.

US DoT Seeks Public Comments on UAS Registration

2015-10-26
US DoT Seeks Public Comments on UAS Registration

In a surprise move, DOT just published a document,Clarification of the Applicability of Aircraft Registration Requirements for UAS and Request for Information Regarding Electronic Registration for UAS, to the Federal Register. DOT is soliciting recommendations on all aspects of the UAS registration process, including which UAS should be exempt from the registration requirement.

UK Military Aviation Authority to Update Unmanned Operations Guidelines

2015-10-20
UK Military Aviation Authority to Update Unmanned Operations Guidelines
The UK’s Military Aviation Authority is preparing the release of an updated version of its regulations on unmanned air vehicles, which will draw on feedback from a first document that was released last January.

Drones are providing film and TV viewers a new perspective on the action

2015-10-09
Drones are providing film and TV viewers a new perspective on the action

Adazed and bloodied student who had just been mugged stumbled down a darkened alleyway in a slum. He lifted his shirt, revealing a gaping wound, before collapsing on the ground as curious onlookers gathered around.

 Air National Guard wants to Fly MQ-9 Reaper from Syracuses Hancock Airport

2015-10-04
Air National Guard wants to Fly MQ-9 Reaper from Syracuses Hancock Airport
The Air National Guard wants to fly remotely piloted aircrafts out of Hancock Field at the Syracuse International Airport. The change would save time and money, as the National Guard has to send its aircrafts to fly from Fort Drum because of airspace restrictions.

NASA Grant Supports Wildfire Research

2015-09-29
NASA Grant Supports Wildfire Research

Two Northwest Nazarene University assistant professors have been awarded a NASA grant to support their research on wildfire monitoring and assessment technology.
Assistant professor of computer science Dale Hamilton and associate professor of computer science Barry Myers weer awarded a NASA EPSCoR (experimental program to stimulate competitive research) Undergraduate Research Grant

RPAS Environmental Protection Demo in Wales

2015-09-25
RPAS Environmental Protection Demo in Wales

QinetiQ is to demonstrate the use of Remotely Piloted Air Systems (RPAS) in tackling environmental issues in a one-week project on the Welsh coast in November 2015.


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Tom Bradys First Uggs for Men Ad
August 18, 2011
by Larry Brown
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I dont care how much money you paid me, you would never find me advertising Ugg boots in a catalog. Tom Brady already has tons of money and is picky when it comes to endorsement deals. Isnt it curious that he deemed Ugg boots acceptable?
Maybe its not too surprising when you consider that Brady cried on national TV recently. Oh yeah, and who can forget this video of a pony-tailed Tom Brady dancing in Brazil? Come on Tom, one more offense of this nature and you will be writing your own release from my fantasy football team.
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yes they do ....
Because at Jade goodys lads christening they had ugg boots on and i saw people in the shops with ugg boots on (men )
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Because at Jade goodys lads christening they had ugg boots on and i saw people in the shops with ugg boots on (men )</textarea>
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Do real men wear UGG boots?
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<div class="content_text" >I am a guy and I have uggs but not boots. The slippers are fine. They are not gay. I wear the "High Boys" UGG boots myself and I am not gay. The fur tickles my knees and is a delightful treat on warm winter evenings. They are very comfortable and I love wearing them as a cuddle with my partner in front of the fire. Okay well Im not gay, but I bought the UGG slippers and I love them, very comfy...the boots? well what ever people want to wear let them wear it. I know straight kids who wear skinny girl jeans and they have girlfriends. In my opinion if Ugg boots can be worn by men then real men can wear Ugg boots. This decision was made by the makers of Uggs. Now if you agree with Ugg Australia that's great for you! First off the people who said only gay people wear Uggs are really uneducated about the company, which was originally created for swimmers, surfers and other activities such as these. Sheep skin "boots" gained popularity after the First and Second World War, due to the insulating factors and warmth our bodies thrive for "of coarse." Some people now wear these certain boots for fashion reasons, but of coarse Ugg is a very well known brand their not going to make ugly boots at $140 a pair, there are also winter boots and other types of Ugg Boots for men. The people above are wrong because they think there is only one kind of Ugg boots, which is the Classic Short but their are tons of others. If you want your feet to freeze to death in cheap Vans in the winter be my guest, I've been there. Also who cares what people think, If you see woman "mostly" with IPhones are you automatically going to not get one and stick with the basics? Pretty Obvious.
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<h1 class="title " >
Why do women wear ugg boots?
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<div class="content_text" >I, a female find uggs very cute, comfy and stylish So women have different opinions but as for me uggs are the only boots in my eyes that are cute.
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<h1 class="title " >
Can men wear uggs?
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<div class="content_text" >Yes. The truth is, Uggs were made by a man. If it wasn't for that man, there would be no such thing as Uggs. There is the Classic Tall, Classic short and many others. I myself would prefere the Classic Tall. Try something new.
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<h1 class="title " >
Who was the first to wear ugg boots?
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<div class="content_text" >Contrary to what some may tell you, the first people to wear UGG boots were farmers and sheepherders from Australia and New Zealand. They designed this style of boot (UGG was NOT a brand name first) to keep their feet safe and warm while they worked. The boots were then used by aviation pilots during world wars to keep their feet warm because the cabins in their planes were not pressurized and, because of the lack of pressure, were very cold.
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How do you wear ugg boots?
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<div class="content_text" >you wear uggs with skirts, leggings, tucked into jeans, tucked into sweat pants. or if you like the kind of sweats wh ere they end at you knees you can wear your uggs with those too. if you like the short kinds, you can even wear those under your pants. one of the hottest styles for kids (ages 5-13) is to wear uggs with a jucy sweat suit Have Fun With What U Wear
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Can you wear UGG boots with Shorts?
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<div class="content_text" >Amazingly enough people do, even though they look like they have just returned from sabre-tooth tiger hunt.
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