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检索条件"任意字段=Conference on Open Architecture/Open Business Model Net-Centric Systems and Defense Transformation"

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open architecture/open business model net-centric systems and defense transformation 2023

Open Architecture/Open Business Model Net-Centric Systems an...

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open architecture/open business model net-centric systems and defense transformation 2023

ISBN: (纸本)9781510662049

The proceedings contain 28 papers. The topics discussed include: terrain-aware autonomous robot navigation in outdoor environments;tactical behaviors for autonomous maneuver: collaborative research program (TBAM-CRP);scaling up multi-agent patrolling in urban environments;multi-agent reinforcement learning for UAV sensor management;StegAI: detecting steganography with deep learning;frequency-based aerial video recognition;revitalizing reference architectures through modularity;the PNT operating system (pntOS): a plug-in approach for rapid development and prototyping;ASPN 2023: your community-developed PNT standard;a video surveillance-based face image security system using post-quantum cryptography;and artificial intelligence to assist ground troop formation identification though tactical tracks.

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open architecture/open business model net-centric systems and defense transformation 2022

Open Architecture/Open Business Model Net-Centric Systems an...

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open architecture/open business model net-centric systems and defense transformation 2022

ISBN: (纸本)9781510651142

The proceedings contain 17 papers. The topics discussed include: an open architecture approach for a software defined radio waveform development challenge;escaping the vendor event horizon using the SOSA technical standard;software defined networking emulator for network application testing;high assurance state machine microprocessor concept: Aberdeen architecture;awareness, control, and trust in multi-agent hybrid dynamical systems;online deep learning for behavior prediction;lessons learned from designing a software defined radio for a small unmanned air vehicle;system simulation architecture and design for maritime surveillance with unmanned assets;an ISR asset planning application: software architecture and components;and a data-centric reinforcement learning approach for self-updating machine learning models.

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open architecture/open business model net-centric systems and defense transformation 2021

Open Architecture/Open Business Model Net-Centric Systems an...

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open architecture/open business model net-centric systems and defense transformation 2021

ISBN: (纸本)9781510643437

The proceedings contain 8 papers. The topics discussed include: chaos engineering experiments in middleware systems using targeted network degradation and automatic fault injection;what’s in a game: game-theoretic analysis for third party planning;open- and closed-loop distributed beamforming;a comparison of coverage control techniques for decentralized swarms of autonomous agents;USAF digital campaign think big, start small, scale fast;creating a sustainable MOSA market that maximizes cost, schedule, and performance benefits;and the rise of open architectures in the U.S. Department of defense.

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The PNT Operating System (pntOS): A Plug-in Approach for Rapid Development and Prototyping

The PNT Operating System (pntOS): A Plug-in Approach for Rap...

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open architecture/open business model net-centric systems and defense transformation 2023

作者： Raquet, John Kauffman, Kyle Schofield, Adam Bentz, Meghan BeavercreekOH United States Army Research Laboratory AdelphiMD United States C5ISR Center 6560 Surveillance Loop Aberdeen Proving GroundMD United States

ISBN: (纸本)9781510662049

The development of modular open system architecture (MOSA) approaches for Positioning, Navigation and Timing (PNT) systems is a critical need. In this paper we present pntOS, an open architecture for building PNT estimators that integrates seamlessly with other open architectures targeting related problems. The pntOS MOSA is designed to allow isolated development of plugins for navigation filter algorithms, sensor integration strategies, integrity approaches, and network buses. Critically, a developer who is a domain expert in a particular field (e.g. radar signal processing) can write a plugin incorporating their field of knowledge into pntOS in isolation, without needing to understand any other part of pntOS. Once a set of plugins has been developed, any particular plugin can be easily swapped with another plugin, allowing for rapid trade-space analysis and reconfiguration of systems at minimal cost. The pntOS MOSA is designed to support integration into embedded real-time systems, post-processed analysis, and Monte-Carlo simulations. © 2023 SPIE.

关键词： Real time systems

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Lessons learned from designing a software defined radio for a small unmanned air vehicle

Lessons learned from designing a software defined radio for ...

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conference on open architecture/open business model net-centric systems and defense transformation

作者： Stevers, William Gross, Kevin Gudaitis, Michael US Air Force Res Lab RITGA 26 Elect Pkwy Rome NY 13441 USA

ISBN: (纸本)9781510651159;9781510651142

The original problem was to design a software defined radio (SDR) transceiver that met the size, weight, and power (SWaP) constraints of a small unmanned air vehicle (UAV). The initial demonstration was in six months, so a rapid prototyping approach was used to design the SDR with open commercial components. As the project progressed, additional objectives were levied on the design that had to be accommodated. This paper will describe the design challenges in more detail, and provide lessons learned and successes achieved through the use of open standards.

关键词： open systems rapid prototyping SDR COTS SWaP UAV

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Modular, Extensible, Interoperable Autonomy: An Autonomy architecture for the Internet of Military Things and the Future of Warfare

Modular, Extensible, Interoperable Autonomy: An Autonomy Arc...

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open architecture/open business model net-centric systems and defense transformation 2023

作者： Bloch, Anthony Haggerty, Patrick V. Menard, Matt Osborn, Greg Sanchies, Giabo Strasser, Benjamin General Dynamics Mission Systems 8800 Queen Avenue S MinneapolisMN55431 United States General Dynamics Mission Systems 425 John Quincy Adams Road TauntonMA02780 United States

ISBN: (纸本)9781510662049

As warfare looks to the future and the need for the internet of military things (IoMT) grows, we discuss how autonomy fits into this paradigm. We define common terms relating to autonomy to promote common understanding between autonomy developers, and we analyze a variety of autonomy architectures, examining what they do correctly to support IoMT and where they fall short. We discuss our general philosophy concerning autonomy – that it must be multi-layered to be effective – and provide an overview for our Modular, Extensible, Interoperable Autonomy architecture that supports IoMT and the future of warfare. © 2023 SPIE.

关键词： architecture

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Artificial Intelligence to Assist Weapon Package Selection for Airborne Weapon Delivery

Artificial Intelligence to Assist Weapon Package Selection f...

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open architecture/open business model net-centric systems and defense transformation 2023

作者： McCormick, Kirsten Cullington, Andy Rouse, Kirstin Air and Naval General Dynamics Mission Systems UK Castleham Road St Leonards on Sea East SussexTN38 9NJ United Kingdom

ISBN: (纸本)9781510662049

This Weapon Package Selection Innovation Initiatives Internal (I3) Project demonstrated how a chosen Artificial Intelligence (AI) technology could assist a human operator in the decision making process of selecting weapons carried by a complex mix of manned and unmanned platforms to targets, in highly dynamic scenarios. This was an innovative application of AI technology to complex decision making in a challenging new environment, where more traditional approaches may severely impact the operational effectiveness of new weapon delivery capabilities. The project developed two Machine Learning (ML) technologies, a subset of AI, for initial comparison - a Neural network and a Random Forest. It was concluded that both AI technologies could be used to assist a human operator in the decision making process of weapon selection. The project has also provided a springboard for future research opportunities within General Dynamics Mission systems UK (GDMS-UK). © 2023 SPIE.

关键词： Complex networks

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Artificial Intelligence to Assist Ground Troop Formation Identification Though Tactical Tracks

Artificial Intelligence to Assist Ground Troop Formation Ide...

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open architecture/open business model net-centric systems and defense transformation 2023

作者： McCormick, Kirsten Freeman, Paul Air and Naval General Dynamics Mission Systems UK Castleham Road St Leonards on Sea East SussexTN38 9NJ United Kingdom

ISBN: (纸本)9781510662049

The Ground Troop Formation Identification research demonstrates how Machine Learning (ML) can be employed to classify ground force formations from the mass of individual observations made by local sensors and tactical information received from the connected battlespace at 93.75% accuracy at inference. This research examined suitable Machine Learning options, resulting in the development of a Random Forest (RF) algorithm software solution that was then integrated with a representative airborne mission system environment consisting of a Data Link Processor (DLP) and a Tactical HMI. This allowed a more realistic testing of how it could perform in a real world environment. This research displayed the results within a platforms tactical HMI for clear presentation. This system would aid an already burdened operator by automatically performing the complicated task of quick and effective Tactical Situational Awareness (SA) analysis, securing operational advantage through improved speed, accuracy and quality of decision making. © 2023 SPIE.

关键词： Machine learning

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Generation of MBSE models from System Requirements

Generation of MBSE Models from System Requirements

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conference on open architecture/open business model net-centric systems and defense transformation

作者： Hwang, George J. Mazzuchi, Thomas Sarkani, Shahram Naval Air Warfare Ctr Aircraft Div 48110 Shaw Rd Patuxent River MD 20670 USA George Washington Univ Dept Engn Management & Syst Engn Washington DC USA

ISBN: (纸本)9781510651159;9781510651142

Cancellations of DoD acquisition programs have resulted in billions of dollars of losses annually, which reduces resources for new capabilities. One area identified is a lack of proper requirement scoping, which is prohibitively complex when tracing architectures for large systems. MBSE was developed to address these issues and provide a common framework to rapidly represent, convey, and synchronize information. This research explores the maturity of NLP and ML methodology needed to automatically generate and trace requirements in MBSE models, thus providing the tools to rapidly generate models from requirement documents and reducing the risk of program cancellation due to requirement scoping problems.

关键词： MBSE NLP Requirements Engineering systems Engineering Text To model Generation

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Underwater Swarm Formation Control with Distributed Beamforming

Underwater Swarm Formation Control with Distributed Beamform...

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open architecture/open business model net-centric systems and defense transformation 2023

作者： Wang, Junkai Zhang, Fumin Kleider, John E. Steenhoek, Chris Georgia Institute of Technology AtlantaGA30332 United States General Dynamics Mission Systems AtlantaGA30308 United States General Dynamics Mission Systems ScottsdaleAZ85257 United States

ISBN: (纸本)9781510662049

Autonomous underwater vehicles (AUVs) are gaining increasing attention due to their promising potential for underwater multi-agent tasks in both military and civil applications. Formation control for AUVs, as the basic problem in cooperation of multiple AUVs, is gaining increasing attention due to the unique difficulties compared with formation control for surface and aerial vehicles. In this paper, we propose a formation control algorithm for underactuated AUVs while tracking a given trajectory. The proposed strategy, which leverages a leader-follower approach, is used to reduce the complexity of the control algorithm. During the formation control process, each agent tracks the same trajectory formed by pre-set waypoints with constant surge velocity by using lower-level PID controllers. Simulations are conducted to validate the proposed formation control algorithm. The AUVs’ position coordinates are fed to a distributed beamforming system to demonstrate the ability to form AUV swarm coherent beams. © 2023 SPIE.

关键词： Autonomous underwater vehicles

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