Operational value of information : a reward-function for sensor management applications / submitted by Patrick Sebastian Langheim. Munich, 2024
Inhalt
- Table of Contents
- Introduction
- Theoretical and Technical Background
- Airborne Sensor Operations
- Sensor Management
- Human Information Processing
- Human-Centered Automation
- Data and Information Valuation
- Key Findings from the Literature Review
- Research Concept and Methodology
- Task-Specific Information Demand Study
- Study Overview
- Operational Analysis
- Functional Analysis
- Task Data Quality Demand Elicitation
- Discussion
- Conclusion
- Task Assignment and Prioritization Assessment
- Study Overview
- Task Assignment and Prioritization Elicitation
- Data Analysis
- Results
- Discussion
- Conclusion
- Information Set Preference Elicitation
- Study Overview
- Sensor Information Set Generation
- Expert Information Set Preference Elicitation
- Data Processing
- Results
- Discussion
- Conclusion
- Information Value Modeling
- Research Result Discussion
- Information Value Definition
- Expert Knowledge Exploitation
- Operational Information Value Modeling
- Prototypical Model Performance Assessment
- Research Implications
- Research Limitations
- Conclusion
- Bibliography
- Theoretical and Technical Background Annex
- Air Force Goals
- Sensor Management
- Human Information Processing
- Human-Centered Automation
- Data and Information Valuation
- Methodology Annex
- Study Annex
- Task Data Demand Elicitation Study Annex
- Task Assignment and Prioritization Study Annex
- Information Set Preference Elicitation Study Annex
- Curriculum Vitae