Course Catalog 2010-2011
Postgraduate

Basic Pori International Postgraduate Open University

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Course Catalog 2010-2011

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

Person responsible

Ciprian Giurcaneanu

Lessons

Study type P1 P2 P3 P4 Summer Implementations Lecture times and places
Lectures
Excercises
Laboratory work
 2 h/week
 1 h/week
 0 h/per
+2 h/week
+1 h/week




 



 



 
SGN-2407 2010-01 Wednesday 10 - 12, TB224

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-1157 Signal Processing Basics Mandatory    
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  

Additional information

Suitable for postgraduate studies

More precise information per implementation

Implementation Description Methods of instruction Implementation
SGN-2407 2010-01 Teach the student about spectrum estimation methods and their applications.        

Last modified23.08.2010