Course Catalog 2011-2012
Postgraduate

Basic Pori International Postgraduate Open University

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Course Catalog 2011-2012

SGN-2407 Spectrum Estimation and Array Signal Processing, 5 cr

Additional information

Suitable for postgraduate studies

Person responsible

Ciprian Giurcaneanu

Lessons

Study type P1 P2 P3 P4 Summer Implementations Lecture times and places
Excercises
 1 h/week

 

 

 

 
SGN-2407 2011-01  

Requirements

Final exam.

Learning outcomes

(1) Knowledge of the basic topics in spectrum estimation and array signal processing; (2) Understanding of the statistical accuracy bounds for the methods investigated; (3) Carry out routine implementations for the algorithms described in the course; (4) Be able to choose the most suitable method for estimating the spectra of measured signals. (5) Be able to use the skills acquired in this course for better understanding the content of other courses of the Department of Signal Processing. (6) In some cases, be able to propose new approaches for signal analysis and interpretation.

Content

Content Core content Complementary knowledge Specialist knowledge
1. Periodogram and correlogram.     
2. Non-parametric spectrum analysis.     
3. Filter-bank approach.     
4. Parametric methods for line spectra.     
5. Rational spectral methods.     
6. Spatial methods.     

Study material

Type Name Author ISBN URL Edition, availability, ... Examination material Language
Book   Spectral analysis of signals   Petre Stoica and Randolph Moses   0-13-113956-8          English  
Lecture slides                English  

Prerequisites

Course Mandatory/Advisable Description
SGN-1201 Signaalinkäsittelyn menetelmät Mandatory    
SGN-1251 Signaalinkäsittelyn sovellukset Advisable    

Additional information about prerequisites
Either SGN-1157 or SGN-1201 is required.

Prerequisite relations (Requires logging in to POP)



Correspondence of content

Course Corresponds course  Description 
SGN-2407 Spectrum Estimation and Array Signal Processing, 5 cr SGN-2406 Spectrum Estimation and Array Signal Processing, 4 cr  

More precise information per implementation

Implementation Description Methods of instruction Implementation
SGN-2407 2011-01 This is a self-study course which is focused on spectrum estimation methods and their applications. Consultations are provided for the students only during the exercise classes.        

Last modified08.03.2011