Locally Optimum Rank Detector Test Statistics for Composite Signals in Generalized Observations: One-Sample Case

Jinsoo BAE  Iickho SONG  

Publication
IEICE TRANSACTIONS on Communications   Vol.E85-B   No.11   pp.2509-2511
Publication Date: 2002/11/01
Online ISSN: 
DOI: 
Print ISSN: 0916-8516
Type of Manuscript: LETTER
Category: Fundamental Theories
Keyword: 
composite signal detection,  non-additive noise,  locally optimum,  nonparametric,  rank statistics,  

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Summary: 
The one-sample locally optimum rank detector test statistics for composite signals in multiplicative and signal-dependent noise are obtained. Since the one-sample locally optimum rank detector makes use of the sign statistics of observations as well as the rank statistics, both 'even' and 'odd' score functions have to be considered. Although the one-sample locally optimum rank detector requires two score functions while the two-sample detector requires only one score function, the one-sample detector requires fewer calculations since it has to rank fewer observations.