Cognitive RF Systems
Distinguished Lecturer Doctor Karen Haigh presentation on Congnitive RF Systems
This presentation 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".
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- 8133 Leesburg Pike
- Vienna, Virginia
- United States 22182
- Building: Olive Garden Restaurant
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- Co-sponsored by CH02097 -- Aerospace Society Chapter of the IEEE Washington Section
- Starts 09 April 2026 04:00 AM UTC
- Ends 23 April 2026 04:00 AM UTC
- No Admission Charge
Speakers
Doctor Haigh
Cognitive RF Systems by Dr. Karen Haigh
This presentation 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".
Biography:
Doctor Haigh received her Ph. D. in computer science from Carnegie Mellon University. She holds several patents, has authored dozens of publications and is a member of the IEEE.