DOI QR코드

DOI QR Code

Effects of the Reference Sample Size on the Performance of the Two-Sample Rank Detector

두 표본 순위 검파에서 기준 표본 크기가 검파기 성능에 미치는 영향

  • Bae, Jinsoo (Department of Information and Communication Engineering, Sejong University)
  • Received : 2015.07.16
  • Accepted : 2015.07.22
  • Published : 2015.08.31

Abstract

The effects of the reference sample size on the detection probability of the two-sample rank detector is investigated in this paper. The larger reference sample size shows the better performance of the detector. The effect is also shown to be saturated as the reference sample size becomes larger.

이 논문에서는 두 표본을 쓰는 순위 검파기의 성능과 기준 표본 크기의 상관 관계를 모의실험을 통해 밝힌다. 기준 표본의 크기가 클수록 검파기의 성능은 더 우수하다. 다만 기준 표본 크기가 커질수록 성능향상은 포화된다.

Keywords

References

  1. H.-K. Min, T. An, S. Lee, S. R. Lee, and I. Song, "Power signal recognition with high order moment features for non-intrusive load monitoring," J. KICS, vol. 39C, no. 7, pp. 608-614, Jul. 2014. https://doi.org/10.7840/kics.2014.39C.7.608
  2. I. Song and S. A. Kassam, "Locally optimum rank detection of correlated random signals in additive noise," IEEE Trans. Inf. Theory, vol. IT-38, no. 4, pp. 1311-122, Jul. 1992.
  3. S. Y. Kim and I. Song, "On the score functions of the two-sample locally optimum rank test statistic for random signals in additive noise," IEEE Trans. Inf. Theory, vol. IT-41, no. 3, pp. 842-846, May 1995.