Generalized ANOVA Test for GNSS Spoofing Detection with a Dual-Polarized Antenna

Research output: Chapter in BookChapterResearchpeer-review

Abstract

The analysis of variance (ANOVA) is used in many applications to decide whether the outcomes of different experiments are the same or not. Nevertheless, one of the most restrictive assumptions made by ANOVA is to suppose that all the experiments have the same variance. This may not be common in many applications as it is the case of spoofing detection in global navigation satellite systems (GNSS). Moreover, there may be cases in which the experimental data is complex with different variances for the real and imaginary components. For these reasons, in this paper, we provide a general formulation of ANOVA and we show its application to spoofing detection in GNSS. Numerical results will show the superiority of the proposed generalized ANOVA solution with respect to traditional ANOVA and state-of-the-art techniques for spoofing detection in GNSS.

Original languageEnglish
Title of host publication28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings
Pages2428-2432
Number of pages5
ISBN (Electronic)9789082797053
DOIs
Publication statusPublished - 24 Jan 2021

Publication series

NameEuropean Signal Processing Conference
Volume2021-January
ISSN (Print)2219-5491

Keywords

  • ANOVA
  • Complex data
  • GNSS
  • Polarization
  • Spoofing

Fingerprint

Dive into the research topics of 'Generalized ANOVA Test for GNSS Spoofing Detection with a Dual-Polarized Antenna'. Together they form a unique fingerprint.

Cite this