User: Guest  Login
Document type:
Konferenzbeitrag 
Author(s):
Asenov, T.; Russer J.; Russer, P. 
Title:
Efficient Characterization of Stochastic Electromagnetic Fields using Eigenvalue Decomposition and Principal Component Analysis Method 
Abstract:
Stochastic electromagnetic fields can be described by the correlation function of the field amplitudes in all pairs of space points. We show that the description of stochastic electromagnetic fields by correlation matrices can be simplified using the principal component analysis (PCA) for eigenvalue decomposition. In this paper, the principal component analysis and the eigenvalue decomposition approach are applied for decomposing and reducing the correlation matrix describing the correlations of...    »
 
Book / Congress title:
XXXIst URSI General Assembly and Scientific Symposium, 1--4 (2014) 
Congress (additional information):
Beijing, China, Aug 16 - 23, 2014 
Publisher:
IEEE Xplore Digital Library 
Year:
2014 
Quarter:
3. Quartal 
Year / month:
2014-08 
Month:
Aug 
Pages:
1 - 4 
Language:
en