Does canonical correlation analysis provide reliable information on data correlation in array processing?

@article{Ge2009DoesCC,
  title={Does canonical correlation analysis provide reliable information on data correlation in array processing?},
  author={Hongya Ge and Ivars P. Kirsteins and Xiaoli Wang},
  journal={2009 IEEE International Conference on Acoustics, Speech and Signal Processing},
  year={2009},
  pages={2113-2116}
}
This work provides analytical results on the canonical correlation analysis (CCA) of data sets from two spatially separated arrays of sensors. Our case studies cover both single source and multiple source signals in either white or colored noise fields for array signal processing. We derive analytical expressions of the canonical correlation for these examples and present a computer simulation analysis of empirical canonical correlations as a function of nominal correlation, signal-to-noise… CONTINUE READING
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