ITEM METADATA RECORD
Title: Nonparametric comparison of signals based on statistiscal bootstrap techniques
Authors: De Brabanter, Joseph
Pelckmans, Kristiaan
Suykens, Johan
Saey, Philippe
Verhiest, Gilbert
De Moor, Bart #
Issue Date: 30-Mar-2006
Publisher: Nevelland
Series Title: ECUMICT 2006 pages:323-334
Conference: ECUMICT edition:2006 location:Gent date:30-31 March 2006
Abstract: In this paper the problem of detecting the equality of signals is studied. It is common practice to check the equality of the known orignal signal and the received signal by parametric methods in the Gaussian case. Several methods based on nonparametric estimators of the signal are described. In this setting, the distribution of the test statistic is difficult to compute or cannot be determined analytically. For this reason, we propose the use of statistical bootstrap algorithms as an alternative approach. A simulation study is conducted to investigate the finite sample properties of the test.
Publication status: published
KU Leuven publication type: IC-p
Appears in Collections:ESAT Electrical Engineering TC @ KAHO Sint-Lieven
Technologiecluster ESAT Elektrotechnische Engineering
ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics
ESAT - ELECTA, Electrical Energy Computer Architectures
# (joint) last author

Files in This Item:

There are no files associated with this item.

 


All items in Lirias are protected by copyright, with all rights reserved.