This course examines adaptive algorithms (LMS, sequential regression, random search, etc.) and structures (filters, control systems, interference cancellers), and properties and uses of performance surfaces. Adaptive systems are implemented as part of the coursework. Problem exercises and a term project require computer use.

Course prerequisites: 

525.427 Digital Signal Processing. Some knowledge of probability is helpful.

Course instructor: