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Dynamic risk management of network-centric systems

Posted on:2004-04-14Degree:Ph.DType:Dissertation
University:Stevens Institute of TechnologyCandidate:West, Paul DouglasFull Text:PDF
GTID:1469390011464573Subject:Engineering
Abstract/Summary:
The emergence of network-centric systems (NCS) of knowledgeable, autonomous, yet interdependent nodes has created a new and unique problem for decision makers. Functionality formerly contained in a single system is being distributed to multiple nodes that share a Common Relevant Operating Picture (CROP) and can collaborate independently of a central command and control element, while maintaining integrity of the larger system and its mission.; Effective collaboration has special challenges in a military environment that is complex, dynamic, and characterized by uncertainty, ambiguity, and friction. The incorporation of robotic actors in military systems such as the Future Combat System Unit of Action (FCS UA) adds greater complexity to a comprehensive and coordinated decision-making process.; This research explores the operation of network-centric systems in an asymmetric competitive environment and develops a real-time, values-oriented decision support system for NCS based on risk management techniques.; A new NCS Risk Taxonomy is developed to identify risk factors common to network-centric systems and to serve as the core of a new Dynamic Risk Management Model (DRMM). Multi-attribute decision analysis methods combine real-time observations with decision maker values to drive operational risk mitigation strategies at both the node and NCS levels.; Fundamental to this research is an understanding of what network-centric systems are and how they differ from network-enabled and other complex systems. Much of the work in network-based systems has focused on information assurance. Research has tended not to focus on the operational management of truly network-centric systems.; The focus of this research is on military-related NCS, and more specifically on the developing architecture of the U.S. Army's Future Combat System. A use-case reflecting an operational FCS scenario is followed for the purpose of validation. The result is an implementation of the DRMM for Distributed Interactive Simulation (DIS) that feeds back to the commander risk- and values-based decisions for NCS action nodes in real time during NCS operation.; This work enhances the body of knowledge on network-centric systems and provides insight for systems engineers in the development of NCS, and for decision makers and users in their operation.
Keywords/Search Tags:Systems, NCS, Risk management, Decision, Dynamic
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