WClasses

ECE 603 - Statistical Signal Processing

Optimum mininum mean-square error (MMSE) Wiener filtering. Parametric and non-parametric spectrum estimation. Eigenstructure-based frequency estimation. Statistical parameter estimation using maximum likelihood (ML), maximum a posteriori probability (MAP), minimum mean-square error (MMSE) and least squares (LS) methods. Adaptive signal processing using least-mean-squares (LMS) and recursive least-squares (RLS) approaches. Discrete-time Kalman filtering. Recommended background: ECE 316: Probability Theory/ECE 342: Signals and Systems/ECE413: Digital Signal Processing/ECE 604: Stochastic Processes.

Prerequisites

Corequisites

None

Antirequisites

None

Offerings

Fall 2023 [1239]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	8692	11 / 40	10:00 - 12:50	T

Fall 2021 [1219]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	9432	35 / 150	08:30 - 09:50	T,Th		Oussama Damen

Spring 2020 [1205]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5390	11 / 30				Oussama Damen

Winter 2020 [1201]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	8093	6 / 57	11:30 - 14:20	M	E7 4433	Ravi Mazumdar

Spring 2019 [1195]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3257	8 / 20	14:30 - 17:20	M	EIT 3141	Oussama Damen

Spring 2018 [1185]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3225	20 / 40	11:30 - 14:20	T	EIT 3151	Oleg Michailovich

Spring 2017 [1175]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3272	9 / 30	11:30 - 14:20	T	RCH 105	Patrick Mitran

Spring 2016 [1165]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4773	18 / 60	11:30 - 14:20	F	RCH 110	Patrick Mitran

Winter 2014 [1141]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4733	3 / 20	11:30 - 14:20	F	EIT 3141	Ravi Mazumdar

Winter 2013 [1131]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4472	5 / 40	11:30 - 14:20	T	EIT 3141	Patrick Mitran

Winter 2012 [1121]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4254	7 / 40	14:30 - 17:20	T	EIT 3151	Oleg Michailovich

Winter 2011 [1111]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4324	0 / 40

Winter 2010 [1101]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4377	9 / 40	11:30 - 14:20	F	EIT 3151	Patrick Mitran

Winter 2009 [1091]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3643	7 / 20	11:30 - 14:20	Th	EIT 3141	Patrick Mitran

Fall 2008 [1089]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3071	0 / 40

Winter 2008 [1081]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3008	11 / 41	08:30 - 11:20	M	EIT 3151	Patrick Mitran

Fall 2007 [1079]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	2884	0 / 40

Winter 2007 [1071]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5119	8 / 20	15:00 - 15:50	M	EIT 3145	Mohamed-Yahia Dabbagh

Fall 2006 [1069]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	2871	0 / 40

Fall 2005 [1059]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5465	23 / 40	08:30 - 11:20	F,E,I,T		K. Thomas Wong

Winter 2005 [1051]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5013	16 / 41	14:30 - 17:20	Th,E,I,T		K. Thomas Wong

Winter 2004 [1041]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4666	24 / 41	15:30 - 18:20	Th,E,I,T		K. Thomas Wong

Winter 2002 [1021]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4505	8 / 21	08:30 - 11:20	Th,D,C		K. Thomas Wong