Statistical analysis of the capacity of MIMO frequency selective Rayleigh fading channels with arbitrary number of inputs and outputs

Research output: Chapter in Book/Report/Conference proceedingConference contribution

26 Citations (Scopus)

Abstract

The classic problem of maximizing the information rate over parallel Gaussian independent sub-channels with a limit on the total power leads to the elegant closed form water-filling solution. In the case of multi-input multi-output MIMO frequency selective channel the solution requires the derivation of the eigenvalue decomposition of the MIMO frequency response which, for every frequency bin, have generalized Wishart distribution. This paper shows the methodology used to derive the statistics of eigenvalues and eigenvectors and applies this methodology to the derivation of the average channel Capacity and of its characteristic function. The rules of exterior differential calculus are used to compute the Jacobian of matrix decompositions and perform integration over matrix groups. Simple expressions are derived for the case of uncorrelated Rayleigh fading and an arbitrary finite number of transmit and receive antennas.

Original languageEnglish (US)
Title of host publicationIEEE International Symposium on Information Theory - Proceedings
Pages278
Number of pages1
StatePublished - 2002
Externally publishedYes
Event2002 IEEE International Symposium on Information Theory - Lausanne, Switzerland
Duration: Jun 30 2002Jul 5 2002

Other

Other2002 IEEE International Symposium on Information Theory
CountrySwitzerland
CityLausanne
Period6/30/027/5/02

Fingerprint

Frequency selective fading
Rayleigh fading
MIMO systems
Fading channels
Statistical methods
Differentiation (calculus)
Decomposition
Channel capacity
Bins
Eigenvalues and eigenfunctions
Frequency response
Statistics
Antennas
Water

Keywords

  • Information Theory and Statistics

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Statistical analysis of the capacity of MIMO frequency selective Rayleigh fading channels with arbitrary number of inputs and outputs. / Scaglione, Anna.

IEEE International Symposium on Information Theory - Proceedings. 2002. p. 278.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scaglione, A 2002, Statistical analysis of the capacity of MIMO frequency selective Rayleigh fading channels with arbitrary number of inputs and outputs. in IEEE International Symposium on Information Theory - Proceedings. pp. 278, 2002 IEEE International Symposium on Information Theory, Lausanne, Switzerland, 6/30/02.
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