Asymptotic analysis of RZF in large-scale MU-MIMO systems over Rician channels

Abla Kammoun 1 Luca Sanguinetti 2 Merouane Debbah 3 Mohamed-Slim Alouini 4
1 TSI - Département Traitement du Signal et des Images
2 University of Pisa - Università di Pisa
3 L2S - Laboratoire des signaux et systèmes
4 KAUST - King Abdullah University of Science and Technology
Abstract : In this work, we focus on the ergodic sum rate in the downlink of a single-cell large-scale multiuser MIMO system in which the base station employs N antennas to communicate with K single-antenna user equipments. A regularized zero-forcing (RZF) scheme is used for precoding under the assumption that each link forms a spatially correlated MIMO Rician fading channel. The analysis is conducted assuming that N and K grow large with a non trivial ratio and perfect channel state information is available at the base station. New results from random matrix theory and large system analysis are used to compute an asymptotic expression of the signal-to-interference-plus-noise ratio as a function of the system parameters, the spatial correlation matrix and the Rician factor. Numerical results are used to validate the accuracy of the asymptotic approximations in the finite system regime and to evaluate the performance under different operating conditions. It turns out that the provided asymptotic expressions provide accurate approximations even for relatively small values of N and K.
Document type :
Journal articles
Complete list of metadatas

Cited literature [31 references]  Display  Hide  Download
https://hal-centralesupelec.archives-ouvertes.fr/hal-01985049
Contributor : Amandine Lustrement <>
Submitted on : Thursday, January 17, 2019 - 3:25:55 PM
Last modification on : Tuesday, February 26, 2019 - 10:54:02 AM

File

TIT17.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01985049, version 1

Collections

CENTRALESUPELEC | SUP_LSS | L2S | UNIV-PARIS-SACLAY | SUP_SIGNAUX

Citation

Abla Kammoun, Luca Sanguinetti, Merouane Debbah, Mohamed-Slim Alouini. Asymptotic analysis of RZF in large-scale MU-MIMO systems over Rician channels. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, In press. ⟨hal-01985049⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

63

Files downloads

163

Contact

support.ccsd.cnrs.fr
hal.support@ccsd.cnrs.fr
Logo CCSD