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August 6, 2019 | International, C4ISR

Can a dragonfly teach a missile how to hunt?

By: Jen Judson

WASHINGTON — A computational neuroscientist is studying whether a dragonfly's excellent hunting skills can be replicated in a missile's ability to maneuver and destroy targets midair with better precision.

Dragonflies are vicious little creatures with a hit-to-kill track record of 95 percent, meaning only 5 percent of its prey escapes.

Sandia National Laboratories' Frances Chance is building algorithms that simulate how a dragonfly processes information when intercepting prey, and she's testing them in a virtual environment. So far, the results are promising.

The laboratories are federally funded and focus on national security missions through scientific and engineering research. The project is a yearlong, high-risk, high-gain effort that will wrap up in September, and it is funded by Sandia's Autonomy for Hypersonics Mission Campaign, Chance said.

“I think what is really interesting about insects, in general, is they do something really fast and really well, but they are not particularly smart in the way you or I would think of ourselves as being smart,” Chance told Defense News in a recent interview.

While insects may not be the right fit for studying cognitive capabilities to develop complex artificial intelligence, they are ideal for developing efficient computations for intercept capability. A dragonfly can react to a particular prey's maneuvers in 50 milliseconds, Chance explained. That amount of time accounts for information to cross three neurons in a dragonfly's brain. This indicates the dragonfly doesn't learn how to hunt, but rather the skill is inherent and part of its brain's hard-wiring.

“The challenge then is: Is there anything that we can learn from how dragonflies do this that we can then bring to the next generation of missiles, or maybe even the next-next generation of missiles?” Chance said.

By developing an artificial neural network that mimics a dragonfly's ability to hunt and then applying it to missile capabilities that rely on computation-heavy systems, one could reduce the size, weight and power needed for a missile's onboard computers; improve intercept techniques for targets such as hypersonic weapons; and home in on targets using simpler sensors.

If the model of a dragonfly's neural circuit developed through Chance's research shows enough promise, she would then pass the information to scientists, who would try to directly apply it to weapons systems.

One of the greatest leaps involves adapting an algorithm to handle the speed at which a missile flies. While a dragonfly is fast, it's not nearly as fast as a missile. Animal brains process information significantly slower than a computer, so it's possible computations can be sped up to better align with the speed at which a missile approaches targets.

“The hope is that even if the algorithm isn't wildly successful, you might be able to say something about what you can get away with in terms of what types of capabilities you give the next generation of weapons,” Chance said.

The model she's building is several steps removed from implementation onto a weapon. “I would consider the project complete when we have a viable model — ‘viable' meaning it does interception — and a bonus if it's neurobiologically plausible. There is no reason to force that for this type of research, but only because it doesn't necessarily matter; so something biologically inspired that works I would consider a success.”

https://www.c4isrnet.com/land/2019/08/05/can-a-dragonfly-teach-a-missile-how-to-hunt/

On the same subject

  • Marines Develop Laser To Fry Drones From JLTVs

    July 2, 2019 | International, Aerospace

    Marines Develop Laser To Fry Drones From JLTVs

    By PAUL MCLEARY WASHINGTON: As the Marine Corps prepares to wrap up the first deployment of its innovative mobile counter-drone system to the Middle East, the service is rushing ahead to put lasers on a ground vehicle, with an eye to shooting down drones. While the deployed Light Marine Air Defense Integrated System — mounted on two Polaris MRZR all-terrain vehicles — can move quickly and electronically jam drones, the Marines are looking for something a little more...well, kinetic. They hope they've found it in the Compact Laser Weapons System (CLaWS) program. It is the first ground-based laser approved by the Pentagon for use by ground troops. Marine Lt. Col. Ho Lee, product manager for Ground Based Air Defense Weapons Systems, said in a statement that the CLaWS program has been developed, troops trained on it, and its been fielded for testing all in about a year's time, a timeline the Corps is hoping will get the system fielded in a relatively short time period. “We've been doing rapid prototyping, rapid delivery,” Lee said. “With this and a lot of the other efforts we are doing, we are using items currently available and integrating them to meet a capability. Little development, if any, went into this.” Back in 2017, Boeing began developing the system in 2-kW, 5-kW and 10-kW configurations. But it's unclear which version the Marines are testing. The Army has already placed a version of the weapon on a Stryker for testing in Europe, while the Marines last year showed it off on top of a JLTV. The idea is to get the system in the field as part of a larger, integrated air defense system that can protect deployed troops from DIY drones to more sophisticated models built by nation states. Despite the Pentagon's National Defense Strategy which prioritize equipping the force for competition with China and Russia, out in the world, there are still 15,000 US troops in Afghanistan, 5,000 in Iraq and somewhere around 2,000 in Syria, all of whom are in range of small, DIY drones made by insurgent groups or second-tier states. In Syria, Iranian-made drones operated by the Asad regime have dropped small bombs near US troops, and US aircraft have been forced to shoot them down using aircraft that launch expensive missiles, creating a cost imbalance that favors the other side. Islamic State fighters in Syria and Iraq have also long weaponized small commercial quadcopter drones to drop small munitions on Iraqi troops and US-backed fighters, who have little to no protection against them. The Taliban has filmed attacks on Afghan outposts from a collection of drones, as well. “We will never deploy again to a theater of operations where we are not under threat from unmanned aerial systems,” UK's Maj. Gen. Felix Gedney, former deputy commander of US and coalition troops in Iraq and Syria in 2017-2018 said recently. “Both those high-end systems of our near-peer competitors, and lower, off-the-shelf, botched-together systems that are developed by asymmetric enemies. And we need to get used to that.” https://breakingdefense.com/2019/06/marines-develop-laser-to-fry-drones-from-jltvs/

  • MBDA aurait remporté un contrat de 200 millions d'euros au Brésil

    June 12, 2019 | International, Aerospace

    MBDA aurait remporté un contrat de 200 millions d'euros au Brésil

    SIMON CHODORGE MBDA va-t-il signer son prochain gros contrat au Brésil ? Le missilier européen aurait remporté une commande de 200 millions d'euros auprès de l'armée de l'air brésilienne, a rapporté samedi 8 juin La Tribune. L'entreprise fournirait ainsi une centaine de missiles air-air Meteor pour armer l'avion de combat Gripen NG dans le cadre d'un premier lot. Contacté par L'Usine Nouvelle, MBDA n'a pas souhaité confirmer ou infirmer ces informations. La part française de ce contrat s'élèverait à 15%, soit 30 millions d'euros, selon La Tribune. MBDA est une coentreprise entre le français Airbus (37,5%), l'Anglais BAE Systems (37,5%) et l'Italien Leonardo (25%). Le missile air-air Meteor de l'entreprise européenne équipe également l'Eurofighter européen, le Rafale de Dassault Aviation et le F-35 de Lockheed Martin. ENTRÉE EN SERVICE DU GRIPEN NG DÈS 2021 AU BRÉSIL Construit par le groupe suédois SAAB, le Gripen NG doit entrer en service en 2021-2022 pour la Força Aérea Brasileira. En 2014, SAAB avait finalisé la vente de 36 de ces avions de combat au Brésil pour 4,28 milliards d'euros avec une coopération industrielle de dix ans. Ce nouveau contrat s'ajoute à un carnet de commandes bien garni pour MBDA. En 2018, le missilier européen avait ainsi amassé 4 milliards d'euros de commandes. À la présentation de ses résultats, début 2019, l'entreprise comptait ainsi recruter 1000 salariés de plus en 2019. https://www.usinenouvelle.com/article/mbda-aurait-remporte-un-contrat-de-200-millions-d-euros-au-bresil.N852940

  • Can UAM, Advanced Air Mobility Escape From The Hype Phase?

    February 16, 2021 | International, Aerospace

    Can UAM, Advanced Air Mobility Escape From The Hype Phase?

    Michael Bruno Stop me if you have heard this before: A whole new class of aircraft will democratize and revolutionize seemingly everything, starting with air travel. Will it be advanced air mobility or maybe very light jets? Aviation consultant Brian Foley recalls the latter while thinking of the former, since both are in the news recently. Disruptive paradigms are not a new threat to aviation, even this century, he notes. The Eclipse very light jet (VLJ) was intended to make airborne commuting more of a reality before it became a $1.5 billion “smoking crater in the ground.” In November, the U.S. Bankruptcy Court for the District of Delaware authorized the sale of Eclipse Aerospace and the Eclipse Aircraft project to AML Global Eclipse, backed by British businessman Christopher Harborne, for $5.25 million. Now some observers wonder whether urban air mobility (UAM) and advanced air mobility (AAM) will experience something similar. “There are two sides of the fence, and you're either on one side or another,” Foley pointed out in a recent edition of the Aerospace Executive Podcast with talent finder Craig Picken. “One side of the fence is that this is disruptive technology, and this will just change the whole landscape of how people travel in cities and between regional points. Some investors believe that, too, and they are putting some chips down on the different potential winners if this thing does come out on the other end and is successful. “There are others that are a little bit curious to see how this thing works,” Foley continued. “We've had helicopter service for years, which isn't all that much different. There are some concerns over noise—these things are overgrown drones.” Yes, billions of dollars are pouring into UAM/AAM, but is it actually significant yet? Silicon Valley is behind this, as are multiple other investors. But UAM/AAM represents a fraction of their investments, which are otherwise cast far and wide and could include UAM/AAM only as a one-off gamble. “Even though it seems like a big number to us, it's just pocket change to them,” Foley said. “They hope there is a return. Right now, there are as many arguments why it's going to succeed and won't succeed.” Such context is easy to forget amid the flurry of recent headlines, such as Joby Aviation's takeover of Uber Elevate and a reported public trading debut on the horizon. What is more, consultants continue to publish eye-catching reports about the market's value in coming decades. The latest from Deloitte consultancy and the Aerospace Industries Association (AIA) says the UAM/AAM sector could be worth $115 billion a year by 2035, employing more than 280,000 “high-paying” aerospace workers and generating an annual $20 billion in U.S. exports. “It's become increasingly apparent that this particular area has become more real,” AIA Vice President for Civil Aviation David Silver told Aviation Week ahead of the release of the Jan. 26 study. “This is very real technology that is just on the horizon, and there is no single silver bullet that is going to make it happen.” Deloitte's global and U.S. aerospace and defense leader, Robin Lineberger, concurred during the interview. The report pushes for a sustained, collaborative approach by the public and private sectors for electric vertical-takeoff-and-landing (eVTOL) aircraft to be widely accepted and adopted, sooner rather than later. “With the market poised to grow sevenfold between 2025 and 2035, it's important for U.S. policymakers and industries to cooperate now to ensure American leadership in this transformative emerging sector,” he said. Already, the global race for AAM leadership is intensifying, the groups said, and the U.S. faces strong competition from China, Germany and South Korea. As a result, the AIA-Deloitte document calls for streamlined eVTOL testing and certification as well as seamlessly integrating aircraft into the U.S. airspace system. Silver said it is important to shed light on the issue now, at the beginning of the Biden administration, as Washington is expected again to consider domestic infrastructure development as a key priority. The point is to broaden policymakers' horizons, he said, so that they wonder, “Are we even asking the right questions?” Still, other observers point out that—like almost everything in aerospace—paradigm shifts come slowly compared with other business sectors. Take the City-Airbus vision from the European giant: “Realistically, we will have to wait until the end of the decade to see more than a demonstrator,” Airbus Helicopters CEO Bruno Even acknowledged in a November press briefing. Even's boss, Airbus CEO Guillaume Faury, was even more clear-eyed days later in a separate online debate with an automotive CEO. Faury explained that eVTOL projects, such as the Vahana two-seater and the CityAirbus four-seater, should be seen primarily as low-cost demonstrators for future technology on commercial aircraft. Faury stressed: “There will be a market eventually, but profitability will be tricky at the start." https://aviationweek.com/aerospace/urban-unmanned-aviation/can-uam-advanced-air-mobility-escape-hype-phase

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