# Detection and Estimation Theory

## ECSE-6520

Classical statistical decision theory, decision criteria, binary and composite hypothesis tests. Statistical models of signals and noise. Detection of known signals in Gaussian noise. Receiver operating characteristics and error probability. Applications to radar and communications. Detection of signals with unknown or random parameters, detection of stochastic signals, nonparametric detection techniques. Statistical estimation theory, performance measures. Cramer-Rao bounds, estimation of unknown signal parameters, optimum demodulation, signal design.

3 credits
Prereqs:
none

# Past Term Data
Offered
Not Offered
Offered as Cross-Listing Only
No Term Data
Simple View
Detailed View

| Spring | Summer | Fall
--- | --- | --- | ---
| (Session 1) | (Session 2) |
2024 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 13/20 |  |
2023 |  |  |
2022 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 14/20 |  |
2021 |  |  |
2020 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 10/16 |  |
2019 |  |  |
2018 |  |  |
2017 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 3/36 |  |
2016 | Detection & Est Theory (3c) John W Woods Seats Taken: 4/36 |  |
2015 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 4/36 |  |
2014 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 4/40 |  |
2013 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 4/30 |  |
2012 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 3/30 |  |
2011 | Detection & Est Theory (3c) Kenneth S Vastola Seats Taken: 6/30 |  |
2010 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 10/30 |  |
2009 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 9/30 |  |
2008 | Detection & Est Theory (3c) Birsen Yazici Seats Taken: 8/20 |  |
2007 | Detection & Est Theory (3c) Kenneth S Vastola Seats Taken: 11/20 |  |
2006 | Detection & Est Theory (3c) Kenneth S Vastola Seats Taken: 8/30 |  |
2005 | Detection & Est Theory (3c) Alejandra Mercado Seats Taken: 13/30 |  |
2004 | Detection & Est Theory (3c) Alejandra Mercado Seats Taken: 15/30 |  |
2003 | Detection & Est Theory (3c) Kenneth S Vastola Seats Taken: 6/30 |  |
2002 | Detection & Est Theory (3c) Alejandra Mercado Seats Taken: 15/30 |  |
2001 | Detection & Est Theory (3c) Frederick Wilson Wheeler Seats Taken: 3/30 |  |
2000 | Detection & Est Theory (3c) John E Hershey Seats Taken: 12/30 |  |
1999 | Detection & Est Theory (3c) James W Modestino Seats Taken: 8/20 |  |
1998 |  |  |