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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