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

Jinsoo BAE  Sun Yong KIM  

Publication
IEICE TRANSACTIONS on Communications   Vol.E85-B   No.11   pp.2512-2514
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,  two-sample,  rank statistics,  

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Summary: 
The two-sample locally optimum rank detector test statistics for composite signals in additive, multiplicative, and signal-dependent noise are obtained in this letter. Compared with the structure of the one-sample locally optimum rank detector, that of the two-sample locally optimum rank detector is shown to be simpler, although it needs more computations. It is known that there is a trade-off of computational complexity and structural simplicity between the one- and two-sample detectors.