Ecole d'ingénieur et centre de recherche en Sciences du numérique

Regularized ZF in cooperative broadcast channels under distributed CSIT: A large system analysis

de Kerret, Paul; Gesbert, David; Salim, Umer

ISIT 2015, IEEE International Symposium on Information Theory, June 14-19, 2015, Hong-Kong, Hong-Kong / Also on ArXiv

Obtaining accurate Channel State Information (CSI) at multiple Transmitters (TXs) is critical to the performance of many cooperative transmission schemes, including joint precoding in the context of network MIMO. Practical CSI feedback and limited backhaul-based sharing creates degradations of CSI which are specific to each TX, giving rise to a Distributed (D-) CSI configuration. In the D-CSI broadcast channel setting, each TX implements separate elements of the joint multi-user precoder based on its own individual CSI estimate. In this work, we presents a first finite-SNR regime rate analysis for a network-MIMO (broadcast channel) under a distributed CSI setting. Of particular importance is the notion of a "price of distributedness" which penalizes the D-CSI setting over the conventional centralized one with the same overall feedback quality. To tackle this problem, we apply tools from the field of Random Matrix Theory (RMT) to derive deterministic equivalents of the Signal to Interference plus Noise Ratio (SINR) for a popular class of precoders. Our key finding lies in the notion that the price of distributedness converges to a predictable value, bounded away from zero, as the number of antennas grows.

Document Doi Arxiv Bibtex

Titre:Regularized ZF in cooperative broadcast channels under distributed CSIT: A large system analysis
Mots Clés:Multiuser channels, Cooperative communica- tion, MIMO, Feedback Communications
Ville:Hong Kong
Département:Systèmes de Communication
Eurecom ref:4574
Copyright: © 2015 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Bibtex: @inproceedings{EURECOM+4574, doi = {}, year = {2015}, title = {{R}egularized {ZF} in cooperative broadcast channels under distributed {CSIT}: {A} large system analysis}, author = {de {K}erret, {P}aul and {G}esbert, {D}avid and {S}alim, {U}mer}, booktitle = {{ISIT} 2015, {IEEE} {I}nternational {S}ymposium on {I}nformation {T}heory, {J}une 14-19, 2015, {H}ong-{K}ong, {H}ong-{K}ong / {A}lso on {A}r{X}iv }, address = {{H}ong {K}ong, {HONG}-{KONG}}, month = {06}, url = {} }
Voir aussi: