We obtain an analytical expression for the cumulative distribution functions of all eigenvalues of the sample correlation matrix of inherent noise in the antenna-array elements for the multidimensional case. We also find the formula for distribution of all noise eigenvalues of the sample correlation matrix of the antenna-array signals in the presence of inherent noise and an arbitrary number of high-power sources. In addition, we obtain an expression for the cumulative distribution functions of all noise eigenvalues of the sample correlation matrix of the antenna-array signals in the presence of an arbitrary number of high-power sources in the case of a short sample.
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Translated from Izvestiya Vysshikh Uchebnykh Zavedenii, Radiofizika, Vol. 65, No. 8, pp. 687–696, August 2022. Russian DOI: https://doi.org/10.52452/00213462_2022_65_08_687
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Kudryashova, O.E., Fitasov, E.S. Distribution Functions of Eigenvalues of the Sample Correlation Matrix of an Antenna Array. Radiophys Quantum El 65, 624–632 (2023). https://doi.org/10.1007/s11141-023-10243-1
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DOI: https://doi.org/10.1007/s11141-023-10243-1