On Spatial Power Spectrum and Signal Estimation Using the Pisarenko Framework

@article{Stoica2008OnSP,
  title={On Spatial Power Spectrum and Signal Estimation Using the Pisarenko Framework},
  author={Petre Stoica and Jian Li and Xing Tan},
  journal={IEEE Transactions on Signal Processing},
  year={2008},
  volume={56},
  pages={5109-5119}
}
This paper makes use of the Pisarenko framework, originally devised for temporal power spectrum estimation, to introduce a method for spatial power estimation that outperforms the beamforming method (except in extreme cases with serious calibration errors) as well as the Capon method (except in idealized situations with plentiful data and no miscalibration). An important feature of the proposed method is that it is user parameter-free, unlike most previous proposals with a similar character… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 17 references

On the estimation of spectra by means of non-linear functions of the covariance matrix

V. F. Pisarenko
Geophys. J. Roy. Astron. Soc., vol. 28, pp. 511–531, Jun. 1972. • 1972
View 5 Excerpts
Highly Influenced

Fully Automatic Computation of Diagonal Loading Levels for Robust Adaptive Beamforming

IEEE Transactions on Aerospace and Electronic Systems • 2010
View 16 Excerpts

ARMA parameter estimation: Revisiting a cepstrum-based method

2008 IEEE International Conference on Acoustics, Speech and Signal Processing • 2008
View 2 Excerpts

Spectral Analysis of Signals

P. Stoica, R. L. Moses
Upper Saddle River, NJ: Prentice-Hall, • 2005
View 1 Excerpt

A new proof of the monotonicity property of power means

A. Witkowski
J. Inequal. Pure Appl. Math., vol. 5, no. 3, pp. 1–2, 2004. • 2004
View 2 Excerpts

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