Algorithms for Automatic Selection of Antennas in a MIMO System without Enumeration of Combinations
Active research on MIMO systems and, in particular, on MIMO systems with automatic antenna selection has recently been carried out. The most effective antenna selection criteria require an enumeration of all possible antenna combinations. The criterion for the maximal throughput implies an algorithm...
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Veröffentlicht in: | Journal of communications technology & electronics 2021-12, Vol.66 (12), p.1444-1451 |
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creator | Bakulin, M. G. Kreindelin, V. B. Pankratov, D. Yu |
description | Active research on MIMO systems and, in particular, on MIMO systems with automatic antenna selection has recently been carried out. The most effective antenna selection criteria require an enumeration of all possible antenna combinations. The criterion for the maximal throughput implies an algorithm using the Frobenius norm, which does not require an enumeration of all possible combinations of antennas. However, it leads to a significant deterioration in performance. In this paper, we propose an antenna selection algorithm using the criterion of the minimal trace of the correlation matrix (minimum mean square error, MMSE), which does not require an enumeration of all combinations of antennas and has small losses compared to complete enumeration. |
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In this paper, we propose an antenna selection algorithm using the criterion of the minimal trace of the correlation matrix (minimum mean square error, MMSE), which does not require an enumeration of all combinations of antennas and has small losses compared to complete enumeration.</description><identifier>ISSN: 1064-2269</identifier><identifier>EISSN: 1555-6557</identifier><identifier>DOI: 10.1134/S1064226921120032</identifier><language>eng</language><publisher>Moscow: Pleiades Publishing</publisher><subject>Algorithms ; Antennas ; Antennas (Electronics) ; Communications Engineering ; Correlation analysis ; Criteria ; Engineering ; Enumeration ; MIMO communications ; Networks ; Theory and Methods of Information Processing</subject><ispartof>Journal of communications technology & electronics, 2021-12, Vol.66 (12), p.1444-1451</ispartof><rights>Pleiades Publishing, Inc. 2021. 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In this paper, we propose an antenna selection algorithm using the criterion of the minimal trace of the correlation matrix (minimum mean square error, MMSE), which does not require an enumeration of all combinations of antennas and has small losses compared to complete enumeration.</description><subject>Algorithms</subject><subject>Antennas</subject><subject>Antennas (Electronics)</subject><subject>Communications Engineering</subject><subject>Correlation analysis</subject><subject>Criteria</subject><subject>Engineering</subject><subject>Enumeration</subject><subject>MIMO communications</subject><subject>Networks</subject><subject>Theory and Methods of Information Processing</subject><issn>1064-2269</issn><issn>1555-6557</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>N95</sourceid><recordid>eNp1kd9LHDEQgJdSoVb9A_oW6FOhq_m5bh6Xw7YHitCrz0s2N1kjt4nNZLH-943dSj2kBCaZzPdlCFNVHxg9ZUzIsw2jjeS80ZwxTqngb6pDppSqG6XO35ZzKddP9XfVe8S7QuiGisPKdrsxJp9vJyQuJtLNOU4me0s2sAObfQwkOtKFDCEYJD4QQ67WV9dk84gZJvJQ3DhnchHmCZJ5FlZxGnz4k-JxdeDMDuHk735U3Xy5-LH6Vl9ef12vusvaSt7keuuklGJQknLB9NYZobVrRSvEYFvFmTFiC8Yy0bZcaEf1IA07t8AHaK1spDiqPi7v3qf4cwbM_V2cUygte94wJZgQVBfqdKFGs4PeBxdzMrasLUzexgDOl_uuKV00a1VbhE97QmEy_MqjmRH79eb7Pvv5BTvM6ANgCejH24yLsoezBbcpIiZw_X3yk0mPPaP901z7V3MtDl8cLGwYIf375f-l3yVUooM</recordid><startdate>20211201</startdate><enddate>20211201</enddate><creator>Bakulin, M. 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Yu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c426t-df4443b5402319dfa399f83833bc8521aa3deac1388239f09b4a17ce2be8c4643</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Algorithms</topic><topic>Antennas</topic><topic>Antennas (Electronics)</topic><topic>Communications Engineering</topic><topic>Correlation analysis</topic><topic>Criteria</topic><topic>Engineering</topic><topic>Enumeration</topic><topic>MIMO communications</topic><topic>Networks</topic><topic>Theory and Methods of Information Processing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bakulin, M. G.</creatorcontrib><creatorcontrib>Kreindelin, V. B.</creatorcontrib><creatorcontrib>Pankratov, D. 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Electron</stitle><date>2021-12-01</date><risdate>2021</risdate><volume>66</volume><issue>12</issue><spage>1444</spage><epage>1451</epage><pages>1444-1451</pages><issn>1064-2269</issn><eissn>1555-6557</eissn><abstract>Active research on MIMO systems and, in particular, on MIMO systems with automatic antenna selection has recently been carried out. The most effective antenna selection criteria require an enumeration of all possible antenna combinations. The criterion for the maximal throughput implies an algorithm using the Frobenius norm, which does not require an enumeration of all possible combinations of antennas. However, it leads to a significant deterioration in performance. 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subjects | Algorithms Antennas Antennas (Electronics) Communications Engineering Correlation analysis Criteria Engineering Enumeration MIMO communications Networks Theory and Methods of Information Processing |
title | Algorithms for Automatic Selection of Antennas in a MIMO System without Enumeration of Combinations |
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