Opinto-opas 2002-2003

8001403 STATISTICAL SIGNAL PROCESSING, STATISTICAL SIGNAL PROCESSING, 3 ov

Lecturer info
Senior researcher, ADRIANA VASILACHE

Lectures and exercises:
Lectures 28h, Exercises 28h.

Lecture room and time
WEDNESDAY 13 - 15, TB110, Adriana Vasilache

Weekly teaching / period

A1

A2

S1

S2

Summer

Lectures (h):

-

-

2+

2

-

Exercises (h):

-

-

2+

2

-

Content of the course
This course gives the basic knowledge of statistical signal processing and especially of estimation theory and linear algebra, estimators and their properties, estimation of deterministic parametres, optimal flitering, Wiener filter, Kalman filter, LMS, RLS, spectrum estimation.

Requirements
Final examination.

Literature
Kay S. M. (1993), Fundamentals of Statistical Signal Processing - Estimation Theory, Prentice Hall.

Information on prerequisites
Either 79120 or 8000253 is required.

Prerequisites

Number

Name

OV

P/S

8000253

Introduction to Signal Processing II

3

Obl.

79120

Linear Systems

2

Obl.

Notes
Accepted as post graduate course. This course suits well to be taken parallel with the course 73126 Stochastic processes. Exercises Thu 13-15 at TB110.

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