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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
By Defense Technical Information Center
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.
“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: ➤ Defense Technical Information Center
- Language: English
“DTIC ADA620037: Spiked Models Of Large Dimensional Random Matrices Applied To Wireless Communications And Array Signal Processing” Subjects and Themes:
- Subjects: ➤ DTIC Archive - NORTH CAROLINA STATE UNIV AT RALEIGH - *MATRICES(MATHEMATICS) - *SIGNAL PROCESSING - *STATISTICAL DISTRIBUTIONS - *WIRELESS COMPUTER NETWORKS - ANTENNA ARRAYS - COMMUNICATIONS TRAFFIC - COVARIANCE - EIGENVALUES - FADING(ELECTROMAGNETIC WAVES) - GAUSSIAN NOISE - LINEARITY - MULTICHANNEL - MULTISENSORS - PROBABILITY DISTRIBUTION FUNCTIONS - RADIO TRANSMISSION - RANDOM VARIABLES - TRANSMITTER RECEIVERS
Edition Identifiers:
- Internet Archive ID: DTIC_ADA620037
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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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