Stochastic Iterative MIMO Detection System: Algorithm and Hardware Design

In this paper, we propose a Stochastic iterative multiple-input multiple-output (SIM) detection system based on the Markov chain Monte Carlo (MCMC) method. To improve the detection performance, the Gibbs sampler of the MCMC detector in the SIM is updated by the decoded bits from a channel decoder di...

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Bibliographic Details

Published in:	IEEE transactions on circuits and systems. I, Regular papers Vol. 62; no. 4; pp. 1205 - 1214
Main Authors:	Jienan Chen, Jianhao Hu, Sobelman, Gerald E.
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.04.2015 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Bayesian analysis Decoding Detectors Hardware Iterative decoding Logic gates Markov analysis Markov chain Monte Carlo (MCMC) MIMO Monte Carlo simulation multiple-input multiple-output (MIMO) system stochastic iterative MIMO (SIM) stochastic logic Throughput
ISSN:	1549-8328, 1558-0806
Online Access:	Get full text
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