Robust precoder-decoder design for physical layer network coding-based MIMO two-way relaying system
In this paper, we investigate a robust joint precoder-decoder design scheme for a multiple-input multiple-output physical layer network coding (PNC)-based two-way relay system. An orthogonal training sequence is used to estimate the channels. The estimate is imperfect, and a robust design is propose...
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| Vydané v: | EURASIP journal on wireless communications and networking Ročník 2013; číslo 1 |
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| Hlavní autori: | , , |
| Médium: | Journal Article |
| Jazyk: | English |
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26.05.2013
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| ISSN: | 1687-1499, 1687-1499 |
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| Abstract | In this paper, we investigate a robust joint precoder-decoder design scheme for a multiple-input multiple-output physical layer network coding (PNC)-based two-way relay system. An orthogonal training sequence is used to estimate the channels. The estimate is imperfect, and a robust design is proposed to find precoders at the source nodes and decoder at the relay node to facilitate PNC operations during multiple-access stage. Both channel estimation error and antenna correlations are used to formulate the optimization problem to minimize the weighted mean square error (WMSE) under a total power constraint. The problem becomes non-convex, and we propose an algorithm to solve it optimally. During the broadcast stage, an algorithm is proposed to find a precoder at the relay node and decoders at source nodes. The system performance is evaluated with estimation error and antenna correlation parameters. The effect of weighting parameters, relay location, and number of antennas at nodes are also considered in the numerical analysis. Numerical results confirm that our joint precoder-decoder algorithms provide the optimal solution to the minimization of WMSE with the total available power. |
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| AbstractList | In this paper, we investigate a robust joint precoder-decoder design scheme for a multiple-input multiple-output physical layer network coding (PNC)-based two-way relay system. An orthogonal training sequence is used to estimate the channels. The estimate is imperfect, and a robust design is proposed to find precoders at the source nodes and decoder at the relay node to facilitate PNC operations during multiple-access stage. Both channel estimation error and antenna correlations are used to formulate the optimization problem to minimize the weighted mean square error (WMSE) under a total power constraint. The problem becomes non-convex, and we propose an algorithm to solve it optimally. During the broadcast stage, an algorithm is proposed to find a precoder at the relay node and decoders at source nodes. The system performance is evaluated with estimation error and antenna correlation parameters. The effect of weighting parameters, relay location, and number of antennas at nodes are also considered in the numerical analysis. Numerical results confirm that our joint precoder-decoder algorithms provide the optimal solution to the minimization of WMSE with the total available power. |
| ArticleNumber | 137 |
| Author | Rajatheva, Nandana Latva-Aho, Matti Saliya Jayasinghe, Laddu Keeth |
| Author_xml | – sequence: 1 givenname: Laddu Keeth surname: Saliya Jayasinghe fullname: Saliya Jayasinghe, Laddu Keeth email: kladdu@ee.oulu.fi organization: Centre for Wireless Communications (CWC), Department of Communications Engineering, University of Oulu – sequence: 2 givenname: Nandana surname: Rajatheva fullname: Rajatheva, Nandana organization: Centre for Wireless Communications (CWC), Department of Communications Engineering, University of Oulu – sequence: 3 givenname: Matti surname: Latva-Aho fullname: Latva-Aho, Matti organization: Centre for Wireless Communications (CWC), Department of Communications Engineering, University of Oulu |
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| Cites_doi | 10.1109/TSP.2011.2178598 10.1002/ett.4460100604 10.1109/26.898241 10.1109/TSP.2007.893762 10.1109/TWC.2003.819030 10.1109/WCNC.2000.904590 10.1109/TIT.2011.2165816 10.1109/LCOMM.2008.080339 10.1109/TCOMM.2005.861679 10.1017/CBO9780511804441 10.1109/TSP.2008.2008542 10.1109/ICC.2007.864 10.1109/TIT.2003.809594 10.1109/TSP.2011.2163403 10.1109/TWC.2011.030911.101173 10.1109/TCOMM.1994.582882 10.1109/JSAC.2009.090617 10.1109/TSP.2009.2038961 10.1109/JSAC.2007.070213 10.1109/TNET.2008.923722 |
| ContentType | Journal Article |
| Copyright | Saliya Jayasinghe et al.; licensee Springer. 2013. This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
| Copyright_xml | – notice: Saliya Jayasinghe et al.; licensee Springer. 2013. This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
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| Keywords | Non-convex optimization Physical layer network coding Bit error rate Imperfect channel state information Multiple-input multiple-output Mean square error |
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| Title | Robust precoder-decoder design for physical layer network coding-based MIMO two-way relaying system |
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