An SVD-aided efficient bit-loading algorithm for MIMO transmission over spatially correlated channels

This paper proposes an efficient bit-loading algorithm for Multiple-Input- Multiple-Output transmission over spatially correlated channels with perfect Channel State Information at both link ends. Based onwater-filling principle, the algorithm does not assume the well-known gap approximation and accounts for the spatial correlation effects through the initial bit allocation. The result is the optimal distribution of bits and power over the eigenmodes for multiple antenna systems. We report the performance evaluations in the presence of spatial correlation in order to illustrate the efficiency and the robustness of our bit-loading algorithm in realistic environments. The simulation results demonstrate that our algorithm leads to significant improvements. In addition, these results show that our algorithm achieves the maximal diversity order, as well as exhibiting a high extra coding gain.

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Additional Info

Field Value
Source ISSN: 0929-6212
Author Fatani, Imade, Zwingelstein, Marie, Gharbi, Mohamed, Coudoux, François-Xavier, Berbineau, Marion, Gazalet, Marc G.
Maintainer CCSD
Last Updated May 6, 2026, 04:17 (UTC)
Created May 6, 2026, 04:17 (UTC)
Identifier hal-00954476
Language en
contributor Institut d’Électronique, de Microélectronique et de Nanotechnologie - UMR 8520 (IEMN) ; Centrale Lille-Institut supérieur de l'électronique et du numérique (ISEN)-Université de Valenciennes et du Hainaut-Cambrésis (UVHC)-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université Polytechnique Hauts-de-France (UPHF)
creator Fatani, Imade
date 2014-05-06T00:00:00
harvest_object_id 9b1591af-b2ee-4da6-ad9a-7ef51ec4fc7f
harvest_source_id 3374d638-d20b-4672-ba96-a23232d55657
harvest_source_title test moissonnage SELUNE
metadata_modified 2024-01-24T00:00:00
relation info:eu-repo/semantics/altIdentifier/doi/10.1007/s11277-013-1414-3
set_spec type:ART