000210588 001__ 210588
000210588 005__ 20190509132525.0
000210588 0247_ $$2doi$$a10.5075/epfl-thesis-6683
000210588 02470 $$2urn$$aurn:nbn:ch:bel-epfl-thesis6683-0
000210588 02471 $$2nebis$$a10494718
000210588 037__ $$aTHESIS
000210588 041__ $$aeng
000210588 088__ $$a6683
000210588 245__ $$aReducing Randomness in Matrix Models for Wireless Communication
000210588 269__ $$a2015
000210588 260__ $$bEPFL$$c2015$$aLausanne
000210588 300__ $$a80
000210588 336__ $$aTheses
000210588 502__ $$aProf. Pierre Dillenbourg (président) ; Prof. Emre Telatar, Dr Olivier Lévêque (directeurs) ; Prof. Bixio Rimoldi, Prof. Antonia Tulino, Dr Camille Male (rapporteurs)
000210588 520__ $$aPushed by the proliferation of antennas and of multiuser scenarios, matrices with random entries are appearing more and more frequently in information theory. This leads to the study of matrix channels, where the capacity depends on the distribution of the matrix's eigenvalues. These eigenvalues are complicated functionals of the entries of the matrix and the challenge lies therein. It is often the case that in order to better model different communication scenarios, one is driven away from matrix models typically studied in pure mathematics and physics. One cannot simply resort to the standard tools developed over the years in these fields and must come up with new approaches. In this thesis, our goal is to obtain results in scenarios where the randomness is limited by the nature of the channel, in order to widen applicability in real life scenarios.
000210588 6531_ $$awireless communication
000210588 6531_ $$aad hoc network
000210588 6531_ $$arandom matrices
000210588 6531_ $$afree probability
000210588 6531_ $$aFourier matrix
000210588 6531_ $$afading
000210588 6531_ $$adegrees of freedom
000210588 6531_ $$aeigenvalue distribution
000210588 700__ $$0245671$$g198973$$aDesgroseilliers, Marc
000210588 720_2 $$aTelatar, Emre$$edir.$$g131639$$0240929
000210588 720_2 $$aLévêque, Olivier$$edir.$$g107931$$0243329
000210588 8564_ $$uhttps://infoscience.epfl.ch/record/210588/files/EPFL_TH6683.pdf$$zn/a$$s717691$$yn/a
000210588 909C0 $$xU10430$$0252180$$pLTHI
000210588 909CO $$pthesis-bn2018$$pDOI$$pIC$$ooai:infoscience.tind.io:210588$$qDOI2$$qGLOBAL_SET$$pthesis
000210588 917Z8 $$x108898
000210588 917Z8 $$x108898
000210588 917Z8 $$x108898
000210588 918__ $$dEDIC2005-2015$$cISC$$aIC
000210588 919__ $$aLTHI
000210588 920__ $$b2015$$a2015-8-21
000210588 970__ $$a6683/THESES
000210588 973__ $$sPUBLISHED$$aEPFL
000210588 980__ $$aTHESIS