Spatial Lattice Modulation for MIMO Systems
This paper proposes spatial lattice modulation (SLM), a spatial modulation method for multiple-input multiple-output (MIMO) systems. The key idea of SLM is to jointly exploit spatial, in-phase, and quadrature dimensions to modulate information bits into a multidimensional signal set that consists of...
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Veröffentlicht in: | IEEE transactions on signal processing 2018-06, Vol.66 (12), p.3185-3198 |
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description | This paper proposes spatial lattice modulation (SLM), a spatial modulation method for multiple-input multiple-output (MIMO) systems. The key idea of SLM is to jointly exploit spatial, in-phase, and quadrature dimensions to modulate information bits into a multidimensional signal set that consists of lattice points. One major finding is that SLM achieves a higher spectral efficiency than the existing spatial modulation and spatial multiplexing methods for the MIMO channel under the constraint of M-ary pulse-amplitude modulation input signaling per dimension. In particular, it is shown that when the SLM signal set is constructed by using dense lattices, a significant signal-to-noise-ratio gain, i.e., a nominal coding gain, is attainable compared with the existing methods. In addition, closed-form expressions for the average mutual information of generic SLM are derived under Rayleigh-fading environments. To reduce detection complexity, a low-complexity detection method for SLM, which is referred to as lattice sphere decoding, is developed by exploiting lattice theory. Simulation results verify the accuracy of the conducted analysis and demonstrate that the proposed SLM techniques achieve higher average mutual information and lower ASVEP than do existing methods. |
doi_str_mv | 10.1109/TSP.2018.2827325 |
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The key idea of SLM is to jointly exploit spatial, in-phase, and quadrature dimensions to modulate information bits into a multidimensional signal set that consists of lattice points. One major finding is that SLM achieves a higher spectral efficiency than the existing spatial modulation and spatial multiplexing methods for the MIMO channel under the constraint of M-ary pulse-amplitude modulation input signaling per dimension. In particular, it is shown that when the SLM signal set is constructed by using dense lattices, a significant signal-to-noise-ratio gain, i.e., a nominal coding gain, is attainable compared with the existing methods. In addition, closed-form expressions for the average mutual information of generic SLM are derived under Rayleigh-fading environments. To reduce detection complexity, a low-complexity detection method for SLM, which is referred to as lattice sphere decoding, is developed by exploiting lattice theory. Simulation results verify the accuracy of the conducted analysis and demonstrate that the proposed SLM techniques achieve higher average mutual information and lower ASVEP than do existing methods.</description><identifier>ISSN: 1053-587X</identifier><identifier>EISSN: 1941-0476</identifier><identifier>DOI: 10.1109/TSP.2018.2827325</identifier><identifier>CODEN: ITPRED</identifier><language>eng</language><publisher>IEEE</publisher><subject>GSM ; lattice modulation ; Lattices ; MIMO communication ; Modulation ; Multiple-input-multiple-output (MIMO) ; Mutual information ; Signal to noise ratio ; spatial modulation (SM) ; Transmitting antennas</subject><ispartof>IEEE transactions on signal processing, 2018-06, Vol.66 (12), p.3185-3198</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c263t-edbcd84dc6fbb1ac55c822ae7431013ef8762b1bd4cdf98cb5c5c08474da7823</citedby><cites>FETCH-LOGICAL-c263t-edbcd84dc6fbb1ac55c822ae7431013ef8762b1bd4cdf98cb5c5c08474da7823</cites><orcidid>0000-0003-4321-4108</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8345191$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>315,781,785,797,27928,27929,54762</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/8345191$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Choi, Jiwook</creatorcontrib><creatorcontrib>Nam, Yunseo</creatorcontrib><creatorcontrib>Lee, Namyoon</creatorcontrib><title>Spatial Lattice Modulation for MIMO Systems</title><title>IEEE transactions on signal processing</title><addtitle>TSP</addtitle><description>This paper proposes spatial lattice modulation (SLM), a spatial modulation method for multiple-input multiple-output (MIMO) systems. The key idea of SLM is to jointly exploit spatial, in-phase, and quadrature dimensions to modulate information bits into a multidimensional signal set that consists of lattice points. One major finding is that SLM achieves a higher spectral efficiency than the existing spatial modulation and spatial multiplexing methods for the MIMO channel under the constraint of M-ary pulse-amplitude modulation input signaling per dimension. In particular, it is shown that when the SLM signal set is constructed by using dense lattices, a significant signal-to-noise-ratio gain, i.e., a nominal coding gain, is attainable compared with the existing methods. In addition, closed-form expressions for the average mutual information of generic SLM are derived under Rayleigh-fading environments. To reduce detection complexity, a low-complexity detection method for SLM, which is referred to as lattice sphere decoding, is developed by exploiting lattice theory. Simulation results verify the accuracy of the conducted analysis and demonstrate that the proposed SLM techniques achieve higher average mutual information and lower ASVEP than do existing methods.</description><subject>GSM</subject><subject>lattice modulation</subject><subject>Lattices</subject><subject>MIMO communication</subject><subject>Modulation</subject><subject>Multiple-input-multiple-output (MIMO)</subject><subject>Mutual information</subject><subject>Signal to noise ratio</subject><subject>spatial modulation (SM)</subject><subject>Transmitting antennas</subject><issn>1053-587X</issn><issn>1941-0476</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9j89LwzAcxYMoOKd3wUvv0ppvfjTpUYbOQcuE9uAtJN8kUNnsaOph_70dG57e4_Hegw8hj0ALAFq9dO1nwSjogmmmOJNXZAGVgJwKVV7PnkqeS62-bsldSt-UghBVuSDP7cFOvd1ltZ2mHkPWDP53N0fDTxaHMWs2zTZrj2kK-3RPbqLdpfBw0SXp3t-61Udeb9eb1WudIyv5lAfv0GvhsYzOgUUpUTNmgxIcKPAQtSqZA-cF-lhpdBIlUi2U8FZpxpeEnm9xHFIaQzSHsd_b8WiAmhOrmVnNidVcWOfJ03nShxD-65oLCRXwP3GeT-U</recordid><startdate>20180615</startdate><enddate>20180615</enddate><creator>Choi, Jiwook</creator><creator>Nam, Yunseo</creator><creator>Lee, Namyoon</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0003-4321-4108</orcidid></search><sort><creationdate>20180615</creationdate><title>Spatial Lattice Modulation for MIMO Systems</title><author>Choi, Jiwook ; Nam, Yunseo ; Lee, Namyoon</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c263t-edbcd84dc6fbb1ac55c822ae7431013ef8762b1bd4cdf98cb5c5c08474da7823</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>GSM</topic><topic>lattice modulation</topic><topic>Lattices</topic><topic>MIMO communication</topic><topic>Modulation</topic><topic>Multiple-input-multiple-output (MIMO)</topic><topic>Mutual information</topic><topic>Signal to noise ratio</topic><topic>spatial modulation (SM)</topic><topic>Transmitting antennas</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Choi, Jiwook</creatorcontrib><creatorcontrib>Nam, Yunseo</creatorcontrib><creatorcontrib>Lee, Namyoon</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005–Present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><jtitle>IEEE transactions on signal processing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Choi, Jiwook</au><au>Nam, Yunseo</au><au>Lee, Namyoon</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spatial Lattice Modulation for MIMO Systems</atitle><jtitle>IEEE transactions on signal processing</jtitle><stitle>TSP</stitle><date>2018-06-15</date><risdate>2018</risdate><volume>66</volume><issue>12</issue><spage>3185</spage><epage>3198</epage><pages>3185-3198</pages><issn>1053-587X</issn><eissn>1941-0476</eissn><coden>ITPRED</coden><abstract>This paper proposes spatial lattice modulation (SLM), a spatial modulation method for multiple-input multiple-output (MIMO) systems. The key idea of SLM is to jointly exploit spatial, in-phase, and quadrature dimensions to modulate information bits into a multidimensional signal set that consists of lattice points. One major finding is that SLM achieves a higher spectral efficiency than the existing spatial modulation and spatial multiplexing methods for the MIMO channel under the constraint of M-ary pulse-amplitude modulation input signaling per dimension. In particular, it is shown that when the SLM signal set is constructed by using dense lattices, a significant signal-to-noise-ratio gain, i.e., a nominal coding gain, is attainable compared with the existing methods. In addition, closed-form expressions for the average mutual information of generic SLM are derived under Rayleigh-fading environments. To reduce detection complexity, a low-complexity detection method for SLM, which is referred to as lattice sphere decoding, is developed by exploiting lattice theory. Simulation results verify the accuracy of the conducted analysis and demonstrate that the proposed SLM techniques achieve higher average mutual information and lower ASVEP than do existing methods.</abstract><pub>IEEE</pub><doi>10.1109/TSP.2018.2827325</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-4321-4108</orcidid></addata></record> |
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subjects | GSM lattice modulation Lattices MIMO communication Modulation Multiple-input-multiple-output (MIMO) Mutual information Signal to noise ratio spatial modulation (SM) Transmitting antennas |
title | Spatial Lattice Modulation for MIMO Systems |
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