Title | ||
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Qualitatively Robust Bayesian Learning for DOA from Array Data using M-Estimation of the Scatter Matrix |
Abstract | ||
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The qualitative robustness of direction of arrival estimation using Sparse Bayesian Learning (SBL) is assessed by evaluating the corresponding empirical influence function (EIF). The EIF indicates that SBL is sensitive to deviations from the underlying joint Gaussian assumption on signal and noise. To improve its qualitative robustness, we modify SBL by plugging-in the sample covariance matrix of ... |
Year | Venue | DocType |
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2021 | WSA 2021; 25th International ITG Workshop on Smart Antennas | Conference |
ISBN | Citations | PageRank |
978-3-8007-5686-5 | 0 | 0.34 |
References | Authors | |
0 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Christoph F. Mecklenbrauuker | 1 | 0 | 0.34 |
Peter Gerstoft | 2 | 86 | 22.34 |
Esa Ollila | 3 | 0 | 1.01 |