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University of Pittsburgh    
2023-2024 Graduate & Professional Studies Catalog 
    
 
  Nov 27, 2024
 
2023-2024 Graduate & Professional Studies Catalog [Archived Catalog]

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ECE 2680 - ADAPTIVE CONTROL


Minimum Credits: 3
Maximum Credits: 3
Adaptation and learning play an essential role in biological systems, and these characteristics have been widely incorporated in modern control systems. This course introduces the general principles of adaptive control and learning. Topics to be covered include: real-time parameter estimation, self-tuning regulators, model-reference adaptive systems, adaptive control of nonlinear systems, practical aspects and implementation of adaptive control systems, introduction to computational learning theory and learning in neural systems, and an example of adaptive control by the cerebellum.
Academic Career: Graduate
Course Component: Lecture
Grade Component: Grad Letter Grade
Course Requirements: PROG: Swanson School of Engineering


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