Title :
Correlated Fading in Broadcast MIMO Channels: Curse or Blessing?
Author :
Clerckx, Bruno ; Kim, Gil ; Kim, Sungjin
Author_Institution :
Corp. Technol. Oper., Commun. Lab., Samsung Electron.
Abstract :
The impact of transmit correlation on the performance of limited feedback multi-user MIMO is investigated. Correlated fading is shown to highly influence the probability of scheduling orthogonal users and the ability to achieve small quantization errors. Correlated fading is indeed beneficial to MU- MIMO performance as it can potentially reduce the quantization error, if an appropriate codebook is used. Grassmanian line packing is very much inappropriate for MU-MIMO in correlated fading environments, while DFT-based codebooks and channel statistics-based codebooks are promising candidates. Additionally correlated fading is very beneficial to the scheduler. User correlation is shown to decrease more quickly in transmit correlated channels than in i.i.d. channels as the number of active users increases. However, correlated fading is also shown to be detrimental to the scheduler performance when the number of active users is rather small and cell sectorization is performed.
Keywords :
MIMO communication; broadcast channels; channel coding; fading channels; feedback; multiuser channels; statistical analysis; DFT-based codebooks; Grassmanian line packing; broadcast MIMO channels; cell sectorization; channel correlation; channel statistics-based codebooks; correlated fading; limited feedback multiuser MIMO; orthogonal user scheduling; quantization errors; Broadcasting; Fading; Feedback; Gas insulated transmission lines; MIMO; Quantization; Scheduling; Statistics; Transmitters; Transmitting antennas;
Conference_Titel :
Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008. IEEE
Conference_Location :
New Orleans, LO
Print_ISBN :
978-1-4244-2324-8
DOI :
10.1109/GLOCOM.2008.ECP.735