Statistical Signal Processing of Complex-Valued Data

Schreier, P. J., & Scharf, L. L. (2010). Statistical Signal Processing of Complex-Valued Data. Cambridge University Press.

Type

Book

Intellectual base

Review or monograph

Year

2010

DOI

10.1017/cbo9780511815911

ISBN

9780521897723

Link

https://doi.org/10.1017/cbo9780511815911

Cited by

2 citations across 2 artifacts.

Domain-specific

• Complex normal distribution
  • … from A standard circular complex Gaussian scalar has independent real and imaginary normal parts of variance one-half, yielding E|z|²=1 and relation E[z²]=0. to A communication receiver models proper complex Gaussian noise through covariance alone but includes pseudo-covariance when I/Q imbalance creates impropriety..
• Cross-Covariance Matrix
  • For complex vectors, conjugate transpose gives covariance, while a separate unconjugated pseudo-cross-covariance may be needed.

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