Factor graph based joint detection/decoding for LDPC coded large-MIMO systems

Narasimhan, T. Lakshmi ; Chockalingam, A. ; Rajan, B. Sundar (2012) Factor graph based joint detection/decoding for LDPC coded large-MIMO systems In: 2012 IEEE 75th Vehicular Technology Conference (VTC Spring), 6-9 May 2012, Yokohama, Japan.

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Official URL: http://ieeexplore.ieee.org/document/6240094/

Related URL: http://dx.doi.org/10.1109/VETECS.2012.6240094

Abstract

In this paper, we employ message passing algorithms over graphical models to jointly detect and decode symbols transmitted over large multiple-input multiple-output (MIMO) channels with low density parity check (LDPC) coded bits. We adopt a factor graph based technique to integrate the detection and decoding operations. A Gaussian approximation of spatial interference is used for detection. This serves as a low complexity joint detection/decoding approach for large dimensional MIMO systems coded with LDPC codes of large block lengths. This joint processing achieves significantly better performance than the individual detection and decoding scheme.

Item Type:Conference or Workshop Item (Paper)
Source:Copyright of this article belongs to Institute of Electrical and Electronics Engineers.
ID Code:102208
Deposited On:24 Mar 2017 11:08
Last Modified:24 Mar 2017 11:08

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