Subspace detectors for multichannel signals

Salvador Olmos, Juan Pablo Martinez, Leif Sörnmo

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper a multichannel subspace detector is proposed based on a separable spatio-temporal linear model. The generalized likelihood ratio test (GLRT) for this model is derived for the case of coloured Gaussian noise and known temporal and covariance matrices. Simulation results support the theory and illustrate the benefits of the spatio-temporal detector versus channel-by-channel detectors for low values of SNR.

Original languageEnglish
Article number7072145
JournalEuropean Signal Processing Conference
Volume2015-March
Publication statusPublished - 2015 Mar 27

Subject classification (UKÄ)

  • Signal Processing

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