On the MMSE‐based multiuser millimeter wave MIMO hybrid precoding design
Summary A hybrid MMSE‐based precoder and combiner design with low complexity is studied in this paper for both the downlink and uplink multiuser millimeter wave MIMO systems. At first, according to the underlying channel knowledge, the phases of the RF precoder and combiner are manipulated by using...
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| Veröffentlicht in: | International journal of communication systems Jg. 33; H. 11 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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Chichester
Wiley Subscription Services, Inc
25.07.2020
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| ISSN: | 1074-5351, 1099-1131 |
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| Abstract | Summary
A hybrid MMSE‐based precoder and combiner design with low complexity is studied in this paper for both the downlink and uplink multiuser millimeter wave MIMO systems. At first, according to the underlying channel knowledge, the phases of the RF precoder and combiner are manipulated by using the MMSE criterion. On the basis of the MMSE‐based analog precoder design, the MMSE‐based digital baseband precoder can be readily derived. Thus, this method combines the advantage of using the MMSE precoding and phase extraction technique to obtain a reasonable solution. The proposed hybrid precoding design will be examined in both the uplink and downlink multiuser MIMO systems. Numerical results are presented to show that the proposed MMSE‐based hybrid precoding design is capable of attaining superior performance in terms of both the spectral efficiency and energy efficiency over the existing designs. Moreover, we will show that the MMSE‐based design can be readily extended to the multiuser millimeter wave MISO systems when only statistical channel state information is available.
In this paper, we propose an MMSE‐based hybrid precoding scheme in three different systems. The main idea of our proposed scheme is to manipulate the phase of the analog part by using the MMSE criterion. Motivated by the excellent performance of the MMSE method in conventional baseband precoder design, the MMSE criterion is used as a means of phase extraction. Our algorithm does not apply optimization techniques nor iterative methods. Therefore, a reasonable solution is given with low complexity. |
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| AbstractList | A hybrid MMSE‐based precoder and combiner design with low complexity is studied in this paper for both the downlink and uplink multiuser millimeter wave MIMO systems. At first, according to the underlying channel knowledge, the phases of the RF precoder and combiner are manipulated by using the MMSE criterion. On the basis of the MMSE‐based analog precoder design, the MMSE‐based digital baseband precoder can be readily derived. Thus, this method combines the advantage of using the MMSE precoding and phase extraction technique to obtain a reasonable solution. The proposed hybrid precoding design will be examined in both the uplink and downlink multiuser MIMO systems. Numerical results are presented to show that the proposed MMSE‐based hybrid precoding design is capable of attaining superior performance in terms of both the spectral efficiency and energy efficiency over the existing designs. Moreover, we will show that the MMSE‐based design can be readily extended to the multiuser millimeter wave MISO systems when only statistical channel state information is available. Summary A hybrid MMSE‐based precoder and combiner design with low complexity is studied in this paper for both the downlink and uplink multiuser millimeter wave MIMO systems. At first, according to the underlying channel knowledge, the phases of the RF precoder and combiner are manipulated by using the MMSE criterion. On the basis of the MMSE‐based analog precoder design, the MMSE‐based digital baseband precoder can be readily derived. Thus, this method combines the advantage of using the MMSE precoding and phase extraction technique to obtain a reasonable solution. The proposed hybrid precoding design will be examined in both the uplink and downlink multiuser MIMO systems. Numerical results are presented to show that the proposed MMSE‐based hybrid precoding design is capable of attaining superior performance in terms of both the spectral efficiency and energy efficiency over the existing designs. Moreover, we will show that the MMSE‐based design can be readily extended to the multiuser millimeter wave MISO systems when only statistical channel state information is available. In this paper, we propose an MMSE‐based hybrid precoding scheme in three different systems. The main idea of our proposed scheme is to manipulate the phase of the analog part by using the MMSE criterion. Motivated by the excellent performance of the MMSE method in conventional baseband precoder design, the MMSE criterion is used as a means of phase extraction. Our algorithm does not apply optimization techniques nor iterative methods. Therefore, a reasonable solution is given with low complexity. |
| Author | M. Elmagzoub, Hisham |
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| Cites_doi | 10.1109/ACCESS.2018.2872738 10.1109/TCOMM.2015.2502954 10.1109/LCOMM.2017.2682087 10.1109/ICC.2017.7996970 10.1109/TVT.2017.2656908 10.23919/APCC.2017.8303999 10.1109/MSP.2014.2312183 10.1109/LCOMM.2017.2787715 10.1109/TVT.2014.2346400 10.1109/TSP.2010.2092772 10.1109/JSAC.2018.2872364 10.1109/TSP.2005.850331 10.1109/MWC.2015.7054722 10.1109/ICASSP.2015.7178507 10.1109/ITA.2013.6522603 10.1109/MCOM.2015.7010533 10.1109/LSP.2017.2681689 10.1109/MCOM.2014.6736750 10.1109/JSAC.2014.2328154 10.1109/TSP.2005.857024 10.1109/TWC.2015.2455980 10.1109/GLOCOM.2016.7841700 10.1109/TSP.2017.2701321 10.1109/JSTSP.2018.2819118 10.1109/ACSSC.2016.7869042 10.1109/TSP.2018.2814992 10.1109/TWC.2014.011714.130846 10.1109/VTCFall.2014.6965875 10.1109/ACCESS.2017.2754979 10.1109/ICC.2016.7510844 10.1109/TCOMM.2019.2893632 10.1109/LCOMM.2016.2542161 10.1109/ACCESS.2015.2514261 10.1109/TSP.2014.2337840 10.1109/ACCESS.2013.2260813 10.1109/TAP.2003.816331 10.1109/MCOM.2011.5783993 10.1109/JSTSP.2016.2523903 10.1109/JSTSP.2016.2520912 10.1109/TWC.2017.2674659 |
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A hybrid MMSE‐based precoder and combiner design with low complexity is studied in this paper for both the downlink and uplink multiuser millimeter... A hybrid MMSE‐based precoder and combiner design with low complexity is studied in this paper for both the downlink and uplink multiuser millimeter wave MIMO... |
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| SubjectTerms | Downlinking hybrid precoding millimeter wave Millimeter waves MIMO (control systems) MISO (control systems) MMSE criterion multiuser MIMO reciprocity characteristic |
| Title | On the MMSE‐based multiuser millimeter wave MIMO hybrid precoding design |
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