Complexity-reduced iterative MAP receiver for interference suppression in OFDM-based spatial multiplexing systems

Seung Young Park, Chung Gu Kang

Research output: Contribution to journalArticle

26 Citations (Scopus)

Abstract

In this paper, we propose a reduced-complexity iterative algorithm for joint maximum a posteriori (MAP) detection and the cochannel interferences (CCIs) suppression in orthogonal frequency-division multiplex (OFDM)-based spatial multiplexing systems, also known as multiple-input-multiple-output systems. The receiver employs an iterative architecture in which each iteration stage consists of channel/covariance estimation for CCIs and MAP detection, which suppresses interference while detecting the data. The interference suppression is performed in the MAP detection by whitening the interferences through a combination of the estimated covariance with the conventional MAP detection metric. Moreover, a complexity-reduction scheme is proposed for implementing an iterative MAP receiver without incurring performance degradation. Extensive simulations have demonstrated that the proposed scheme dramatically improves the performance compared to that of an iterative MAP scheme without interference suppression. The receiver complexity is significantly reduced with negligible performance degradation. Furthermore, it also can effectively suppress not only synchronous CCIs, but also all kinds of asynchronous CCIs without any a priori information on the CCIs.

Original languageEnglish
Pages (from-to)1316-1326
Number of pages11
JournalIEEE Transactions on Vehicular Technology
Volume53
Issue number5
DOIs
Publication statusPublished - 2004 Sep 1

Fingerprint

Cochannel interference
Interference Suppression
Spatial multiplexing
Interference suppression
Maximum a Posteriori
Co-channel Interference
Multiplexing
Division
Receiver
Degradation
Interference
Covariance Estimation
Multiple-input multiple-output (MIMO) Systems
Channel Estimation
Iterative Algorithm
Iteration
Metric

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Cite this

Complexity-reduced iterative MAP receiver for interference suppression in OFDM-based spatial multiplexing systems. / Park, Seung Young; Kang, Chung Gu.

In: IEEE Transactions on Vehicular Technology, Vol. 53, No. 5, 01.09.2004, p. 1316-1326.

Research output: Contribution to journalArticle

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