NSF Workshop on “Beyond Cognitive Radios”

Dec 07, 2025

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The NSF Workshop on “Beyond Cognitive Radios” addresses the fundamental limits of cognitive radio technology across several major themes, including architecture, incentive mechanisms, and information theory. Participants will explore cognitive processes and coexistence while emphasizing the importance of a foundational mindset. The workshop will delve into information theory approaches, game theory applications, and learning mechanisms, discussing feedback design, enforcement mechanisms, and vulnerability discovery. Join us to enhance your understanding of these critical areas and their implications for future cognitive radio systems.

1 cognitive radios 2 information theory 3 game theory 4 learning mechanisms 5 architecture design 6 incentive mechanisms 7 feedback design 8 coexistence strategies text

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NSF Workshop on “Beyond Cognitive Radios”

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NSF Workshop on“Beyond Cognitive Radios” Fundamental Limits
Major Themes • Architecture • Incentive Mechanisms • Information Theory • Cognition • Coexistence
We Need to Look at Fundamentals • Information Theory Approaches and Mindset • Game Theory Approaches • Learning Theory and Approaches • Approximate Analysis
Fundamentals Will Have Impact • Architectures: information theory insights on layering; role of the cloud, centralized, and decentralized approaches; duplexing; seamless interoperability. • Design of Feedback: appropriate amount, types, and locations of feedback. • Design of Enforcement Mechanisms and Discovery of Vulnerabilities. • Design of Learning Mechanisms.