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Dtic Ada620037%3a Spiked Models Of Large Dimensional Random Matrices Applied To Wireless Communications And Array Signal Processing by Defense Technical Information Center

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1DTIC ADA620037: Spiked Models Of Large Dimensional Random Matrices Applied To Wireless Communications And Array Signal Processing

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Worked performed during this period includes the investigation into eigenvalue behavior of several different classes of large dimensional random matrices. They are: 1) a class of random matrices important to array signal processing and wireless communications with the goal of proving exact separation of their eigenvalues; 2) an ensemble of random matrices used to estimate the powers transmitted by multiple signal sources in multi-antenna fading channels; 3) another ensemble whose eigenvalues yield the mutual information of a multiple antenna radio channel, for which a central limit theorem is proven; 4) ensembles which yield robust estimation of a population covariance matrix with application to array signal processing; and 5) a sample covariance matrix for which a CLT is studied on linear statistics of its eigenvalues, whose limiting empirical distribution of its eigenvalues is studied with application toward computing the power of a likelihood ratio test for determining the presence of spike eigenvalues in the population covariance matrix.

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  • Title: ➤  DTIC ADA620037: Spiked Models Of Large Dimensional Random Matrices Applied To Wireless Communications And Array Signal Processing
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  • Language: English

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The book is available for download in "texts" format, the size of the file-s is: 8.68 Mbs, the file-s for this book were downloaded 46 times, the file-s went public at Thu Nov 01 2018.

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