2011-2012 University Catalog 
  
2011-2012 University Catalog

CSI 978 - Statistical Analysis of Signals

Credits: 3 (NR)
Advanced course in analysis of discrete- and continuous-time signals using methods of stochastic differential equation and time series. Presumes familiarity with methods of harmonic analysis and times series modeling. Topics include state-space modeling and eigenvalue processing, nonlinear modeling of signals, non-Gaussian stochastic process structure, detection and estimation of vector-valued signals, robust signal detection, and array processing and target tracking.

Equivalent to IT 978

Prerequisite(s): STAT 544 and 658, or equivalent.

Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0