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George Mason University

2016-2017 University Catalog

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2016-2017 University Catalog

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ECE 528 - Introduction to Random Processes in Electrical and Computer Engineering

Credits: 3
Not Repeatable for Credit
Offered by Electrical and Computer Engineering

Probability and random processes are fundamental to communications, control, signal processing, and computer networks. Provides basic theory and important applications. Topics include probability concepts and axioms; stationarity and ergodicity; random variables and their functions; vectors; expectation and variance; conditional expectation; moment-generating and characteristic functions; random processes such as white noise and Gaussian; autocorrelation and power spectral density; linear filtering of random processes, and basic ideas of estimation and detection.

Prerequisite(s): ECE 220 and STAT 346, or permission of instructor.
Schedule Type: LEC,
RCT
Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0

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ECE 528 - Introduction to Random Processes in Electrical and Computer Engineering