Limiting Spectral Distribution and Capacity of MIMO Systems

Autor:	Jönsson, Simon
Jazyk:	angličtina
Rok vydání:	2017
Předmět:	Random Matrices Statistical Theory MIMO systems Wigner Matrices Wishart Matrices Spectral Distribution Channel Capacity Mathematics Matematik
Druh dokumentu:	Text
Popis:	In this thesis we will brush through fundamental multivariate statistical theory and then present MIMO-systems briefly in order to later calculate the channel capacity of a MIMO system. After theory has been presented we will then look at different properties of the channel capacity and then investigate a supposed MIMO system dataset and use standardized methods to verify it’s model. The properties of the limiting channel capacity uses the Marčenko-Pastur law. Therefore we will present some fundamental theorems and definitions of limiting spectral distribution of Wishart and Wigner matrices, and some fundamental properties they hold.
Databáze:	Networked Digital Library of Theses & Dissertations
Externí odkaz:	http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-137910 Zobrazit plný text záznamu