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MSE of diagonally loaded Capon beamformer-based power spectrum estimator in snapshot deficient regime
Ist Teil von
2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 2012, p.207-211
Ort / Verlag
IEEE
Erscheinungsjahr
2012
Quelle
IEEE Xplore Digital Library
Beschreibungen/Notizen
A Capon beamformer processes the input signal such that the output power is minimized and the signal arriving from a look direction is undistorted. This paper presents a theoretical study of the estimation mean square error of a diagonally loaded Capon beamformer-based spatial power estimator in the snapshot deficient regime. The derived characterization is validated via simulations. Additionally, a strong sensitivity of the mean square estimation error to diagonal loading when beamformer is steered close to source direction has been observed.