Title :
Randomness in Wireless Networks: How to Deal with It
Author :
Debbah, Merouane
Abstract :
The asymptotic behaviour of the eigenvalues of large random matrices has been extensively studied since the fifties. One of the first related result was the work of Eugene Wigner in 1955 who remarked that the eigenvalue distribution of a standard Gaussian Hermitian matrix converges to a deterministic probability distribution called the semi-circular law when the dimensions of the matrix converge to infinity.
Keywords :
Gaussian processes; Hermitian matrices; eigenvalues and eigenfunctions; radio networks; Gaussian Hermitian matrix; asymptotic behaviour; deterministic probability distribution; eigenvalues; semicircular law; wireless networks; Antenna measurements; Communication systems; Eigenvalues and eigenfunctions; Error probability; H infinity control; MIMO; Performance analysis; Physics; Probability distribution; Wireless networks;
Conference_Titel :
Quantitative Evaluation of Systems, 2008. QEST '08. Fifth International Conference on
Conference_Location :
St. Malo
Print_ISBN :
978-0-7695-3360-5
DOI :
10.1109/QEST.2008.52
