Relaxed zero-forcing beamformer under temporally-correlated interference
نویسندگان
چکیده
• Temporal correlation between the desired and interfering signals is considered. Relaxed zero-forcing (RZF) beamformer uses an ellipsoidal constraint. Ellipsoidal constraint bounds interference leakage at output of beamformer. Analytic expression MSE RZF presented for two-user case. Efficacy brain activity reconstruction with EEG shown by simulations. The relaxed a quadratically-and-linearly constrained minimum variance central question addressed in this paper whether performs better than widely-used distortionless response beamformers under temporally-correlated interference. First, rederived imposing that amount mitigating intrinsic gap mean squared error (MSE) which stems from temporal correlations. Second, analysis single-interference case, showing how affected spatio-temporal correlations sources as well signal noise powers. Third, numerical studies are multiple-interference remarkable advantages its basic performance application to data. analytical experimental results clarify gives near-optimal some situations.
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ژورنال
عنوان ژورنال: Signal Processing
سال: 2022
ISSN: ['0165-1684', '1872-7557']
DOI: https://doi.org/10.1016/j.sigpro.2021.108323