Unknown Signal Detection Based on Wilcoxon Signed-Rank Test

Abstract

The problem of detecting an unknown signal embedded in white Gaussian noise is addressed. The detector based on Wilcoxon signed-rank test is proposed as the solution for this problem. The detector analyses the spectrum of a received signal. Detection capability of this detector has been evaluated via mathematical modeling. Comparison with other prevalent detectors has been done.