Karen Haigh at IEEE Hawaii
Host: IEEE Hawaii
Event Date: 4 March 2024
Event Format: In-Person Presentation
Event Summary: I shared an overview of the various applications of AI in RF, along with a list of six potential projects to help participants get started.
This presentation by Dr. Karen Haigh will introduce a broad overview of how artificial intelligence (AI) can be used in complex radio frequency systems. AI enables RF systems to respond more quickly and effectively to dynamic environment conditions with complex and novel emitters. I will illustrate where the AI techniques of situation assessment, decision making, and machine learning can function in an RF system, and show how Cognitive Radio, Cognitive Radar and Cognitive Electronic Warfare are the same concept. I will describe how to handle real-time in-mission learning, motivate why this capability is crucial, and present ideas on how to evaluate a system that learns during a mission. The presentation is based on the book "Cognitive Electronic Warfare: An Artificial Intelligence Approach"