Title :
New formulas for the calculation of output distributional influence functions [filter analysis applications]
Author_Institution :
Tampere Univ. of Technol., Finland
Abstract :
Summary form only given. In this paper, we introduce new formulas for the calculation of the output distributional influence function (ODIF) which is a tool designed for analyzing the robustness of finite length filters. From these new formulas, connection between the ODIF for the expectation and the sensitivity curve (SC) can easily be observed. For any given filter, averaging a large amount of SCs defined by replacement of an observation, yields the ODIF for the expectation.
Keywords :
filters; sensitivity analysis; expectation ODIF; filter analysis; finite length filter robustness analysis; output distributional influence functions; sensitivity curve; Filters; Robustness;
Conference_Titel :
Nonlinear Signal and Image Processing, 2005. NSIP 2005. Abstracts. IEEE-Eurasip
Conference_Location :
Sapporo
Print_ISBN :
0-7803-9064-4
DOI :
10.1109/NSIP.2005.1502259
