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"DTIC ADA620037: Spiked Models Of Large Dimensional Random Matrices Applied To Wireless Communications And Array Signal Processing" and the language of the book is English.


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

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

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  • Internet Archive ID: DTIC_ADA620037

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

The Internet Archive:

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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  • Source: Internet Archive
  • Internet Archive Link: Archive.org page
  • All Files are Available: Yes
  • Number of Files: 16
  • Number of Available Files: 16
  • Added Date: 2018-11-01 08:43:47
  • PPI (Pixels Per Inch): 300

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