Iterative multiuser receivers for CDMA channels: An embased approach

Laurie B. Nelson, H. Vincent Poor

Research output: Contribution to journalArticle

32 Scopus citations

Abstract

Maximumlikelihood detection for the multiuser codedivision multipleaccess (CDMA) channel is prohibitively complex. This paper considers new iterative multiuser receivers based on the expectationmaximization (EM) algorithm and related more powerful "spacealternating" algorithms. The latter algorithms include the SAGE algorithm and a new "missing parameter" spacealternating algorithm that alternately updates individual parameter components or treats them as probabilistic missing data. Application of these EMbased algorithms to the problem of discrete parameter estimation (i.e. data detection) in the Gaussian multipleaccess channel leads to a variety of convergent receiver structures that incorporate softdecision feedback for interference cancellation and/or sequential updating of iterative bit estimates. Convergence and performance analyzes are based on wellknown properties of the EM algorithm and on numerical simulation.

Original languageEnglish (US)
Number of pages1
JournalIEEE Transactions on Communications
Volume44
Issue number12
StatePublished - Dec 1 1996

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

Fingerprint Dive into the research topics of 'Iterative multiuser receivers for CDMA channels: An embased approach'. Together they form a unique fingerprint.

  • Cite this