Downlink Capacity of Interference-Limited MIMO Systems With Joint Detection

Huaiyu Dai, Andreas F. Molisch, H. Vincent Poor

Research output: Contribution to journalArticlepeer-review

212 Scopus citations

Abstract

The capacity of downlink cellular multiple-input multiple-output (MIMO) systems, where co-channel interference is the dominant channel impairment, is investigated in this paper, mainly from a signal-processing perspective. Turbo space-time multiuser detection (ST MUD) is employed for intracell communications and is shown to closely approach the ultimate capacity limits in Gaussian ambient noise for an isolated cell. Then, it is combined with various multiuser detection methods for combating intercell interference. Among various multiuser detection techniques examined, linear minimum-mean-square-error (MMSE) MUD and successive interference cancellation are shown to be feasible and effective. Based on these two multiuser detection schemes, one of which may outperform the other for different set-tings, an adaptive detection scheme is developed, which together with a Turbo ST MUD structure offers substantial performance gain over the well-known V-BLAST techniques with coding in this interference-limited cellular environment. The obtained multiuser capacity is excellent in the high to medium signal-to-interference ratio scenario. Nonetheless, numerical results also indicate that a further increase in system complexity, using base-station cooperation, could lead to further significant increases of the system capacity. The asymptotic multicell MIMO capacity with linear MMSE MUD preprocessing is also derived, and this analysis agrees well with the simulation results.

Original languageEnglish (US)
Pages (from-to)442-453
Number of pages12
JournalIEEE Transactions on Wireless Communications
Volume3
Issue number2
DOIs
StatePublished - Mar 1 2004

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Applied Mathematics

Keywords

  • Adaptive detection
  • BLAST
  • Co-channel interference
  • Multiple-input multiple-output (MIMO) systems
  • Multiuser detection
  • Turbo processing

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