Leveraging Artificial Intelligence (AI) for Air and Missile Defense (AMD): An Outcome-Oriented Decision Aid

Abstract

The military has recognized the need for automated decision aids to support battle management as warfighters become overwhelmed by shorter decision cycles, greater amounts of data, and more technology systems to manage. To date, much emphasis has focused on data acquisition, data fusion, and data analytics for gaining situational awareness in the battle space. However, a new frontier and opportunity exists for using this data to develop decision options and predict the consequences of military courses of action. This project studied the application of artificial intelligence (AI) to improve battle management decisions in the time-sensitive air and missile defense (AMD) environment. Specifically, this project studied current and future AI applications to the AMD kill chain with a model-based systems engineering (MBSE) approach. The team modeled the AMD kill chain by allocating time to the various kill chain functions and decisions, based on the time afforded by the incoming AMD threat. The team used simulations to analyze and demonstrate the use of automation in the kill chain functions to expedite decisions and improve AMD battle management.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 2020
Accession Number
AD1126470

Entities

People

  • Adam I. Rahman
  • Julian I. Ii Jones
  • Russell Kress
  • William J. Jr Newmeyer

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Autonomy
  • C4I
  • Cyber
  • Human Systems
  • Sensors
  • Space
  • Weapons Technologies

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Artificial Intelligence Software
  • Bayesian Networks
  • Cognition
  • Cognitive Workload
  • Computational Science
  • Control Systems
  • Data Analysis
  • Data Mining
  • Defense Systems
  • Detection
  • Drone Targeting
  • Information Science
  • Machine Learning
  • National Security
  • Psychology
  • Reasoning
  • Situational Awareness
  • Systems Engineering
  • Warfare
  • Warning Systems

Readers

  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Missile Defense Systems.
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - DoD AI Strategy
  • Space