3 février 2021 | International, C4ISR

With Deepwave Digital, Northrop Grumman is pushing processing to the edge

WASHINGTON — Northrop Grumman says a new investment into small startup Deepwave Digital will allow it to push data processing much closer to the point of collection, decreasing the amount of data that needs to be transported and getting products to war fighters faster.

Northrop Grumman will install Deepwave Digital's artificial intelligence solution on airborne and on orbit payloads, said Chris Daughters, the company's vice president of research, technology and engineering for aeronautics systems. With the AI incorporated into the payload, the satellite or aircraft will no longer need to send data back to the ground to be processed. Instead, the payload will process the data itself.

The innovation, said Daughters, is in incorporating the AI software with the hardware used in various Northrop Grumman payloads.

“Deepwave Digital really has an innovative architecture that blends artificial intelligence with some advanced hardware in the RF [radio frequency] domain, whereas a lot of artificial intelligence in the past has always been focused on, I'll just say, mining and scrubbing really big data or maybe doing customized things with video or audio,” said Daughters.

In other words, the AI is able to process data at the edge, at the point of collection, instead of sending it down to Earth to be processed independently.

“We have a lot of RF payload systems that collect information or collect intelligence for the war fighters and the government as a whole, and by embedding this innovative hardware and AI software, we are able to essentially filter and optimize and scrub and prioritize the data much nearer to the point of collection for that information,” said Daughters.

AI has been key to the military's efforts to manage the torrent of data collected by government and commercial satellites, which is simply too much for human analysts to sort through on their own. While progress has been made in using AI to process satellite imagery, military officials are now tackling a related problem: the sheer amount of raw data being pushed out over the networks for processing at remote locations. To reduce the bandwidth needed for satellite imagery, U.S. Army officials say the military needs to shift to edge processing, meaning applying AI to the data and then sending the finished product out over the network instead of all of the raw data.

“Edge processing is something that we're very interested in for a number of reasons. And what I mean by that is having smart sensors that can not only detect the enemy, [but] identify, characterize and locate, and do all those tasks at the sensor processing,” said John Strycula, director of the Army's task force focused on intelligence, surveillance and reconnaissance, at an October AUSA event.

“If I only have to send back a simple message from the sensor that says the target is here ― here's the location and here's what I saw and here's my percent confidence ― versus sending back the whole image across the network, it reduces those bandwidth requirements,” he added.

Daughters said Northrop Grumman is working to incorporate Deepwave Digital's AI solution into products in development or in limited production in the “very near term.”

“The capability exists now. We just need to integrate it in with the systems,” said Daughters. “Our research and technology organization is already looking at how we could be injecting this hardware and AI capability in some of the systems that exist right now or very near term.”

While the company is applying the AI to both space and airborne systems, the technology can be more easily integrated with airborne systems, where payloads can be more easily accessed or swapped out.

https://www.c4isrnet.com/intel-geoint/2021/02/02/with-deepwave-digital-northrop-grumman-is-pushing-processing-to-the-edge/

Sur le même sujet

27 mai 2020 | International, Naval

Navy Wants $12 Billion for Unmanned Platforms
5/26/2020 By Jon Harper The Navy already plans to spend big on robotics platforms in the coming years. As operation and maintenance costs grow and defense budgets tighten, that trend could accelerate, analysts say. The sea service's future years defense program calls for about $12 billion for unmanned aircraft, surface vessels and underwater systems in fiscal years 2021 through 2025, according to Bloomberg Government. Senior officials have a stated goal of pursuing a 355-plus-ship fleet of manned vessels, but unmanned systems are “probably the future of the Navy,” Robert Levinson, senior defense analyst at Bloomberg Government, said during a recent webinar. About $7.9 billion in the future years defense program would go toward drones, including nearly $4.3 billion for the MQ-4C Triton maritime surveillance aircraft and nearly $1 billion for the MQ-25 Stingray aircraft carrier-launched tanker, according to his presentation slides. An additional $2.2 billion would be allocated toward unmanned surface vessels, or USVs, and $1.9 billion for unmanned underwater vessels, or UUVs. Navy plans call for spending $941 million on USVs and UUVs in 2021 alone, a 129 percent increase relative to 2019, according to the slides. Operations, maintenance and personnel costs could squeeze modernization accounts in the coming years, Levinson noted. The 2021 Navy budget request included $125.8 billion total for those categories. In comparison, the request included $57.2 billion for procurement and $21.5 billion for research, development, test and evaluation. “With this budget being especially flat, you're really seeing the tension particularly in the Navy of, ... ‘Do we spend money on buying new stuff? Or do we need to spend the money on maintaining the stuff we have?'” he said. “You can buy more ships and put more money [into that], but then you need more sailors and you need more training of the sailors,” he noted. The COVID-19 pandemic could exacerbate funding constraints and further incentivize investments in unmanned platforms, Levinson said. “The Navy is really in a tough spot” trying to achieve its force level goals, he added. However, unmanned vessels are generally expected to be less expensive to procure, operate and maintain than manned platforms, which make them attractive as the sea service invests in new capabilities, Levinson noted. Meanwhile, the Marine Corps plans to restructure its forces to take on advanced adversaries, with a heavier emphasis on robotic platforms. “That has huge implications going out into the future” for acquisitions, Levinson said. “The Marine Corps' restructuring that's been announced is probably the biggest in a generation.” https://www.nationaldefensemagazine.org/articles/2020/5/26/navy-wants-$12-billion-for-unmanned-platforms
11 juin 2019 | International, Aérospatial, Sécurité

Why the new Raytheon Technologies will eschew platforms for new technology development
By: Aaron Mehta WASHINGTON — “Platform agnostic.” It's a term getting a lot of play from United Technologies CEO Greg Hayes and Raytheon CEO Tom Kennedy, in the wake of this weekend's surprise announcement that the two companies would be merging into a new firm,known as Raytheon Technologies Corporation. Neither company works as a platform producer, eschewing the production of aircraft or ground vehicles and instead focusing on the technology that makes them work. It's a business model that has produced well for both firms, and in a Monday interview with Defense News, the two CEOs made it clear they see no need to deviate now. “One of the first and foremost things we absolutely agree on is, we want to be platform agnostic,” Hayes said, noting that UTC sold off its Sikorsky helicopter unit almost five years ago because “we didn't like the programmatic risk associated with platforms.” “We'll supply all the content and all the systems, all of the offensive, defensive capabilities necessary to make the system successful, but we really think it's important that we remain agnostic among the platform providers,” Hayes added. Said Kennedy, “Neither of us essentially develop platforms or sell platforms. Why that's important is, really, the amount of capital that you have to go and spend in maintaining and creating these platforms kind of takes your eye off the ball relative to investing in technology moving forward. So that was a big feature, that both companies are platform agnostic.” Instead, both men said the new firm will remains focused on developing high-end technologies which can be inserted on, or in, platforms developed by the other major defense primes. With that goal in mind, the company is preparing to spend $8 billion in R&D funds in the year following its merger. When the merger is completed in early 2020, Kennedy will become chairman of the board, with Hayes serving as CEO. Two years later, Kennedy will step down, with Hayes adding the chairman title. One area Kennedy highlighted as having good synergies is hypersonic weapons, a major interest for the Pentagon. Raytheon has already been working on hypersonic missiles, including the guidance and control systems, but UTC's experience with propulsion and materials science might be able to help deal with a specific challenge for Raytheon's weapon designers. “It just turns out when you're flying at Mach 5, you really increase your temperature on all your surfaces," Kennedy said. "If you have a propulsion system, the air is coming in at such a high speed, that creates a significant amount of heat; it has to be dissipated in a very efficient way,” Kennedy said. “And one of the areas that the United Technologies has, really based in the Pratt & Whitney guys, is all the technology that they've developed over the years in working very high temperatures internal to their turbine engines,” he continued. “So not only do they have, I would call it the heat management capabilities, but also the material science to go implement those.” Hayes identified two areas where shared R&D will have a near-term impact, and they underline the benefit of having a new company that will be roughly 50-50 defense and non-defense business. The first is on aircraft control systems, where each company has technologies that can be brought to bear for the FAA's next-generation air traffic control networks. The second comes in the form of cybersecurity. “I think Raytheon is second to none as it relates to cyber, and we view this as a core competency that can benefit the entire commercial aerospace ecosystem,” Hayes said. “Not just the connected aircraft, which is probably the first order of business, but the whole ecosystem. How do you protect passenger data, how do you protect the equipment that's on the ground? How do you protect the airplane while it's flying? “I think we'll see that shortly in the marketplace.” https://www.defensenews.com/industry/2019/06/10/why-the-new-raytheon-technologies-will-eschew-platforms-for-new-technology-development/
21 août 2019 | International, Aérospatial

Arrival of Final Falcon 7X
The Royal Australian Air Force welcomed the arrival of the third and final Falcon 7X aircraft to Australia as it completes part of a project to upgrade the Special Purpose Aircraft (SPA) fleet. The Falcon 7X is an advanced business jet designed and manufactured by Dassault Aviation. It includes satellite communications to enable and support Government business while airborne. Air Vice-Marshal (AVM) Cath Roberts, Head of Air Force Capability, made an announcement at the arrival event about the partnerships between Industry and Defence. “The Air Force has enjoyed decades of successful experience operating Dassault aircraft, from the Mirage III Fighter to the Falcon 20 and Falcon 900 Business Jets, Air Vice-Marshal Roberts said. “This long and successful partnership between Air Force and Dassault has continued seamlessly as we introduce the last of the Falcon 7X aircraft today. “Our SPA fleet sustainment partner, Northrop Grumman, has a long history of professional maintenance services that has achieved excellent SPA availability for Air Force. As a result, Northrop Grumman has been awarded a contract to continue to sustain our SPA fleet, including the two Boeing Business Jet aircraft. “Strong stakeholder relationships are key to success of any project. We look forward to strengthening these relationships with Dassault and Northrop Grumman as we move from acquisition to sustaining the fleet,” AVM Cath Roberts said. The aircraft is leased through Northrop Grumman and will be operated by Number 34 Squadron based at Defence Establishment Fairbairn in the Australian Capital Territory. http://www.asdnews.com/news/defense/2019/08/20/arrival-final-falcon-7x

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