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
Host Document: 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 - ELECTA, Electrical Energy Computer Architectures
ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics
Technologiecluster ESAT Elektrotechnische Engineering
Electrical Engineering (ESAT) TC, Technology Campuses Ghent and Aalst
# (joint) last author

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