Adaptive Information Mediation and Analytics

Abstract

This Project develops techniques to accelerate decision-making at lower echelons where data, information systems (IS), and Soldiers are distributed across complex and hostile environments. With robust multi-modal distributed information analytics and adaptive information mediation, decision makers can share understanding across echelons through a cross-reality information interaction. Research focuses on operational issues and gaps concerning decision uncertainty, at-the-edge situational awareness/understanding, and secure low-Size, Weight, and Power (SWAP) IS that support converged capabilities. These capabilities are critical in overcoming limitations in traditional uni-modal machine learning architectures that depend on extensive training data and stove-piped Command and Control systems that cannot provide a shared, adaptive common operating picture across echelons.

Document Details

• Document Type: Project
• Publication Date: Oct 01, 2023
• Source ID: CU6_0602146A_2_2040_PB_2023

Tags

Fields of Study

• Computer science

Readers

• Enterprise Information Systems Architecture and Joint Command Capability Interoperability Support.
• Military Science and Technology Research and Modernization.
• Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.

Technology Areas

• AI & ML
• AI & ML - DoD AI Strategy
• Fully Networked C3
• Fully Networked C3 - Command and Control