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

  • Battelle To Explore Artificial Intelligence, Neural Interfaces with DARPA Award

    10 juillet 2019 | International, Autre défense

    Battelle To Explore Artificial Intelligence, Neural Interfaces with DARPA Award

    COLUMBUS, Ohio--(BUSINESS WIRE)--Battelle is combining years of brain-computer interface (BCI) projects, such as NeuroLife®, with its expertise in machine learning and artificial intelligence under a new award from the federal government's forward-thinking government agency, the Defense Advanced Research Projects Agency (DARPA). The award is part of DARPA's Artificial Intelligence Exploration program called Intelligent Neural Interfaces. Using terabytes of neural data gathered in the past five years during NeuroLife sessions, Battelle Senior Data Scientist David Friedenberg and his team will build new decoding algorithms to make neural interfaces more robust over long periods of time. The BCI systems typically rely on a decoder that monitors brain activity and then translates it into actions—in the case of NeuroLife, those signals are sent to a special sleeve that uses electrodes to stimulate muscles to evoke hand movement. However, the decoders require significant and time-consuming calibration to learn the mapping between the brain data and the user's intended action. In June, the Battelle team began work on a $1 million, 18-month project that will try to solve longstanding problems with decoder optimization and maintenance while improving accuracy and robustness. To accomplish this goal, Battelle will develop a hybrid approach for stable long-term neural decoding using end-to-end deep neural network decoders to learn optimal features from the raw electrode recordings. In addition, using third-wave AI approaches, Battelle will develop models that account for changing context and continuously adapt accordingly. This allows for adjusting both the features and the decoder on-the-fly during normal system use to counteract non-stationarities and instabilities in the signal without requiring the user to intervene and recalibrate the system. The next evolution of BCIs will occur as the systems move from the lab into the real lives of users. “We want these systems to require less training and be more robust to interruptions and interference,” said Friedenberg. “We want to develop optimal decoders that automatically and continuously adapt to each individual and the BCI they're using.” About Battelle Every day, the people of Battelle apply science and technology to solving what matters most. At major technology centers and national laboratories around the world, Battelle conducts research and development, designs and manufactures products, and delivers critical services for government and commercial customers. Headquartered in Columbus, Ohio since its founding in 1929, Battelle makes the world better by commercializing technology, giving back to our communities, and supporting science, technology, engineering and mathematics (STEM) education. For more information, visit www.battelle.org. https://www.businesswire.com/news/home/20190710005082/en

  • Contract Awards by US Department of Defense - November 9, 2018

    12 novembre 2018 | International, Aérospatial, Naval, Terrestre, C4ISR, Sécurité

    Contract Awards by US Department of Defense - November 9, 2018

    DEFENSE LOGISTICS AGENCY Science Applications International Corp.,* Fairfield, New Jersey, has been awarded a $900,310,334 firm-fixed-price, requirements contract for supply and supply chain management of certain tires, supporting the Global Tire Program integrator contract. This was a competitive acquisition with two responses received. This is a five-year base contract with two two-year option periods, plus four two-month option periods. Locations of performance are Texas and other areas located outside the continental U.S., with a March 8, 2024, performance completion date. Using customers are Army, Navy, Air Force, Marine Corps, Coast Guard and foreign military sales. Type of appropriation is fiscal 2019 through 2024 defense working capital funds; and foreign military sales funds. The contracting activity is the Defense Logistics Agency Land and Maritime, Columbus, Ohio (SPE7LX-19-D-0029). WGL Energy Services Inc., Vienna, Virginia, has been awarded a $137,122,332 firm-fixed-price, requirements contract to supply and deliver retail electricity and ancillary/incidental services. This was a competitive acquisition with 11 offers received. This is a two-year contract with no option periods. Locations of performance are Maryland; Washington, District of Columbia; and Pennsylvania, with a Dec. 31, 2020, performance completion date. Using customers are Army, Navy, Defense Logistics Agency, Defense Intelligence Agency, Defense Information Systems Agency and other federal civilian agencies. Using customers are solely responsible to fund this requirements contract and vary in appropriation type and fiscal year. The contracting activity is the Defense Logistics Agency Energy, Fort Belvoir, Virginia (SPE604-19-D-8004). Ziehm Imaging, Orlando, Florida, has been awarded a maximum $135,000,000 firm-fixed-price, indefinite-delivery/indefinite-quantity contract for radiology systems, accessories and training. This is a five-year base contract with one five-year option period. This was a competitive acquisition with 50 responses received. Location of performance is Florida, with a Nov. 8, 2028, performance completion date. Using customers are Army, Navy, Air Force, Marine Corps and federal civilian agencies. Type of appropriation is fiscal 2018 through 2028 defense working capital funds. The contracting activity is the Defense Logistics Agency Troop Support, Philadelphia, Pennsylvania (SPE2D1-19-D-0004). Constellation NewEnergy Inc., Baltimore, Maryland, has been awarded a $23,896,130 firm-fixed-price, requirements contract to supply and deliver retail electricity and ancillary/incidental services. This was a competitive acquisition with 11 offers received. This is a two-year contract with no option periods. Locations of performance are Maryland, New Jersey, Illinois and Pennsylvania, with a Dec. 31, 2020, performance completion date. Using customers are Army, Air Force, Defense Intelligence Agency, Defense Contract Management Agency and other federal civilian agencies. Using customers are solely responsible to fund this requirements contract and vary in appropriation type and fiscal year. The contracting activity is the Defense Logistics Agency Energy, Fort Belvoir, Virginia (SPE604-19-D-8003). Direct Energy Business LLC, Iselin, New Jersey, has been awarded a $7,082,242 firm-fixed-price, requirements contract to supply and deliver retail electricity and ancillary/incidental services. This was a competitive acquisition with 11 offers received. This is a two-year contract with no option periods. Locations of performance are Maryland; Washington, District of Columbia; and Ohio, with a Dec. 31, 2020, performance completion date. Using customers are Marine Corps, Defense Logistics Agency and the Computer Science Study Group. Using customers are solely responsible to fund this requirements contract and vary in appropriation type and fiscal year. The contracting activity is the Defense Logistics Agency Energy, Fort Belvoir, Virginia (SPE604-19-D-8004). NAVY Enterprise Services LLC, Herndon, Virginia, is awarded a potential maximum value $485,965,204 modification under a previously awarded indefinite-delivery/indefinite-quantity existing Next Generation Enterprise Network contract (N00039-13-D-0013). This modification will add a new option period that will extend the potential ordering period by eight months from Oct. 1, 2019, through May 31, 2020. Current and future work will be performed throughout the U.S., Europe, Guam, Korea and Japan. No additional funding will be placed on contract or obligated at the time of modification award. This contract modification was not competitively procured because it is a sole-source acquisition pursuant to the authority of 10 U.S. Code 2304(c)(1), One source or limited sources (Federal Acquisition Regulation subpart 6.302-1). This action is a result of a justification and approval that authorizes extending the ordering period. The Space and Naval Warfare Systems Command, San Diego, California, is the contracting activity. The Charles Stark Draper Laboratory, Cambridge, Massachusetts, is awarded $109,531,179 for modification P00001 to a previously awarded cost-plus-incentive-fee contract (N00030-19-C-0001) to provide research into the applications of technologies to meet guidance requirements for operations on the common missile compartment for the U.S. Columbia-class program and the United Kingdom Dreadnought-class program; provide specialized technical knowledge and support for the hypersonic guidance, navigation and control application; provide technical and engineering services to support the guidance, navigation and control system that will support the Navy's hypersonic flight experiments. Work will be performed in Cambridge, Massachusetts (81 percent); and El Segundo, California (19 percent), with an expected completion date of Sept. 30, 2019. Fiscal 2019 weapons procurement (Navy) funds in the amount of $11,306,900; operations and maintenance (Navy) funds in the amount of $92,708,279; and United Kingdom funds in the amount of $5,516,000 will be obligated. Funds in the amount of $92,708,279 will expire at the end of the current fiscal year. This contract was a sole-source acquisition pursuant to 10 U.S. Code 2304(c)(1)&(4). Strategic Systems Programs, Washington, District of Columbia, is the contracting activity. KBR Diego Garcia LLC, Houston, Texas, is awarded a $61,979,897 modification under a previously awarded indefinite-delivery/indefinite-quantity contract (N62742-17-D-3600) to exercise Option One for base operations support services at U.S. Navy Support Facility, Diego Garcia. The work to be performed provides for general management and administration services; command and staff (information technology services, information technology support and management, telephone services, telecommunication services, antenna maintenance); public safety (fire protection and emergency services); air operations (ground electronics, airfield facilities, and passenger terminal and cargo handling); port operations; supply (supply services and petroleum, oil and lubricant management and operations, and ship's store service activities); morale, welfare and recreation support; galley; bachelor quarters; facilities support (facility management, facility investment sustainment, restoration and modernization, custodial, pest control, integrated solid waste management, grounds maintenance, and pavement clearance); utilities (electrical, compressed gases, wastewater, steam, hot water and demineralized water, and potable water); base support vehicles and equipment; and environmental to provide integrated base operating services. After award of this option, the total cumulative contract value will be $118,107,288. Work will be performed in Diego Garcia, British Indian Ocean Territory, and is expected to be completed November 2019. No funds will be obligated at time of award. Fiscal 2019 operations and maintenance (Navy and Air Force); and fiscal 2019 non-appropriated funds in the amount of $43,553,618 for recurring work will be obligated on individual task orders issued during the option period, of which $42,716,660 will expire at the end of the current fiscal year, and $836,958 is subject to the availability of funds for the next fiscal year. The Naval Facilities Engineering Command Pacific, Pearl Harbor, Hawaii, is the contracting activity. Navy Transportation Partners JV, Virginia Beach, Virginia, is awarded a maximum amount $30,000,000 firm-fixed-price, indefinite-delivery/indefinite-quantity architect-engineering contract for traffic engineering and planning services in support of projects primarily located at military installations in the Hampton Roads area of Virginia. The work to be performed provides for comprehensive architect-engineering services required for transportation planning, design, and construction services in support of new construction, repair, replacement, demolition, alteration, and/or improvement of Navy and other governmental facilities. Projects may involve single or multiple disciplines, including, but not limited to, architectural, structural, mechanical, electrical, civil, landscape design, fire protection, and interior design. Task order 0001 is being awarded at $199,921 for the design of an anti-terrorism perimeter and security entry point at Rome, New York. Work for this task order is expected to be completed by September 2019. All work on this contract will be performed at various Navy facilities and other government facilities within the Naval Facilities Engineering Command, Mid-Atlantic area of responsibility including, but not limited to the Hampton Roads area of Virginia. The term of the contract is not to exceed 60 months with an expected completion date of November 2023. Fiscal 2018 military construction, (Air Force) contract funds in the amount of $199,921 are obligated on this award and will not expire at the end of the current fiscal year. Future task orders will be primarily funded by military construction (Navy); operations and maintenance (Navy); and Navy working capital funds. This contract was competitively procured via the Navy Electronic Commerce Online website, with seven proposals received. The Naval Facilities Engineering Command, Mid-Atlantic, Norfolk, Virginia, is the contracting activity (N40085-19-D-9008). Colonna's Shipyard Inc., Norfolk, Virginia, is awarded a $10,473,071 firm-fixed-price contract for a 121-calendar day shipyard availability for the regular overhaul and dry docking of USNS Zeus (T-ARC 7). Work will include furnishing general services for the ship, inspect main propulsion motors, cable handling upgrades, heavy overboard system replacement, antenna mast modification, high precision acoustic positioning upgrade, docking and un-docking vessel, propeller shaft inspection, underwater hull cleaning and painting, freeboard cleaning and painting, and sea valve replacement. The contract includes options which, if exercised, would bring the total contract value to $13,429,595. Work will be performed in Norfolk, Virginia, and is expected to be completed by April 13, 2019. Fiscal 2019 operations and maintenance (Navy) funds in the amount of $13,429,595 are obligated at the time of award. Contract funds will not expire. This contract was competitively procured with proposals solicited via the Federal Business Opportunities website, with three offers received. The Navy's Military Sealift Command, Norfolk, Virginia, is the contracting activity (N3220519C4151). ARMY AECOM Energy & Construction Inc., Greenwood Village, Colorado, was awarded an $117,338,000 firm-fixed-price contract for major rehabilitation, demolition, temporary facilities, surveying, dewatering and protecting lock chamber, blasting, removing and replacing horizontal concrete at Illinois River Basin, LaGrange Lock and Dam. Bids were solicited via the internet with one bid received. Work will be performed in Versailles, Illinois, with an estimated completion date of July 16, 2021. Fiscal 2019 operations and maintenance, Army funds in the amount of 24,700,000 were obligated at the time of the award. U.S. Army Contracting Command, Rock Island Arsenal, Illinois, is the contracting activity (W912EK-19-C-0002). VERSAR Inc., Springfield, Virginia, was awarded a $25,000,000 firm-fixed-price contract for support program management, contract administration, project engineering, quality assurance, real estate, and support staff for continued operations in Iraq. Bids were solicited via the internet with six bids received. Work locations and funding will be determined with each order, with an estimated completion date of Sept. 13, 2023. U.S. Army Corps of Engineers, Winchester, Virginia, is the contracting activity (W912ER-18-D-0012). IDS International Government Services LLC, Arlington, Virginia, was awarded a $22,037,300 firm-fixed-price contract for operations and maintenance (O&M) services for critical infrastructure, facilities, and Afghan national O&M vocation training for Combined Security Transition Command-Afghanistan in the planning and construction of Afghanistan National Security Forces facilities. One bid was solicited via the internet with once bid received. Work will be performed in Afghanistan with an estimated completion date of March 11, 2019. Fiscal 2018 Afghan Security Forces Funding funds in the amount of $14,000,000 were obligated at the time of the award. U.S. Army Corps of Engineers, Winchester, Virginia, is the contracting activity (W912ER-19-C-0003). CORRECTION: A Thursday, Nov. 8, 2018, announcement that Deloitte & Touche LLP, Arlington, Virginia, was awarded an $18,056,941 firm-fixed-price contract to provide a cyberspace analytics capability was incorrect. That contract has not yet been awarded. CORRECTION: A Thursday, Nov. 8, 2018, announcement that Parsons Government Services Inc., Pasadena, California, was awarded a $15,837,195 firm-fixed-price contract to provide the Defensive Cyberspace Operations Mission Planning program was incorrect. That contract has not yet been awarded. AIR FORCE Pride Industries, Roseville, California, has been awarded a $14,193,270 modification (P00042) awarded for civil engineering services, and is for operations and maintenance, engineering, environmental, and grounds maintenance for 61st Civil Engineer and Logistics Squadron. Work will be performed at Los Angeles Air Force Base, California; Fort MacArthur, California; and Defense Contract Management Agency, Carson, California, and is expected to be completed by Nov. 30, 2019. Fiscal 2019 operations and maintenance funds in the amount of $10,429,104 are being obligated at the time of award. Space and Missile Systems Center, Los Angeles Air Force Base, California, is the contracting activity (FA2816-17-C-0001). *Small business https://dod.defense.gov/News/Contracts/Contract-View/Article/1687755/source/GovDelivery/

  • ICF secures cyber services contract from US Navy

    15 juillet 2019 | International, Autre défense

    ICF secures cyber services contract from US Navy

    ICF International has received a contract from the US Navy to provide cyberspace technical, management and professional services. The multiple-award indefinite-delivery, indefinite-quantity (IDIQ) contract is with the Navy Information Warfare Center Pacific (NIWC Pacific). With a potential ceiling value of $800m, the seven-year contract includes a base period of three years and two two-year options. The base period has a ceiling of $330m. ICF cyber line of business senior vice-president Jonathan Sholtis said: “We view cyber as an enabler for resilience, one of many domains that affect the security of the entire enterprise. “At ICF, we're focused on providing holistic solutions designed to secure all systems, from IT to people and processes to physical infrastructure, where clients have access to a diverse set of capabilities designed to meet the full scale of diffuse and asymmetric cyber threats.” Under the contract, ICF will provide cyber services to NIWC Pacific and any US Navy client agencies. The range of services will include supporting technology assessments, research and development in cybersecurity, quick prototyping and integration, cybersecurity operations, vulnerability evaluations, and simulation and training. The contract will allow the company to further expand its cyber services offering within the armed services. ICF also provides cyber services support to the Army Research Laboratory (ARL) and the US Air Force's Air Combat Command (ACC). ICF cyber and enterprise resilience business development senior vice-president Baris Yener said: “The navy win is a natural extension of our overall growth strategy: to extend ICF's cyber and resilience capabilities from our work with ARL and ACC to additional defence clients. “We're truly honoured to have been selected by the navy to support its ongoing cyber mission.” https://www.naval-technology.com/news/icf-secures-cyber-services-contract-from-us-navy/

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