Title :
PANOVA Tests and their Application to GNSS Spoofing Detection
Author_Institution :
Joint Res. Centre of the Eur. Comm., Ispra, Italy
Abstract :
Analysis of variance (ANOVA) is a procedure widely used for detecting differences in the means of samples drawn from different groups. A new class of phase-only ANOVA (PANOVA) tests is derived with the aim of determining if different sample groups are characterized by means with different phases. The application of PANOVA tests to Global Navigation Satellite System (GNSS) spoofing detection is considered, and the effectiveness of the proposed procedure for characterizing the spatial signature of GNSS signals is shown.
Keywords :
satellite navigation; signal detection; statistical analysis; GNSS signals; GNSS spoofing detection; PANOVA tests; analysis of variance; global navigation satellite system; phase-only ANOVA; Analysis of variance; Approximation methods; Global Navigation Satellite Systems; Joints; Probability density function; Signal to noise ratio; Vectors;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2013.6404110
