Exploiting Single SISO Impulse Responses to Predict the Capacity of Correlated MIMO Channels
A novel strategy of precalculating potential MIMO spectral efficiencies of correlated channels based on both, measured as well as appropriately modeled SISO channel impulse responses is presented. Besides capacity prediction, the model is capable of comprising the physical nature of the channel in f...
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creator | Knopp, A. Hofmann, C.A. Chouayakh, M. Lankl, B. |
description | A novel strategy of precalculating potential MIMO spectral efficiencies of correlated channels based on both, measured as well as appropriately modeled SISO channel impulse responses is presented. Besides capacity prediction, the model is capable of comprising the physical nature of the channel in form of its frequency response. The method is applied to indoor MIMO channels where the correlation is introduced mainly by a strong LOS signal component coinciding with low mobility. A spherical wave model is applied and the distributions of angle of arrival and angle of departure turn out to be important modeling parameters. The modeled MIMO capacities are compared to measured capacity records for verification, proving high accuracy. |
doi_str_mv | 10.1109/GLOCOM.2007.603 |
format | Conference Proceeding |
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Besides capacity prediction, the model is capable of comprising the physical nature of the channel in form of its frequency response. The method is applied to indoor MIMO channels where the correlation is introduced mainly by a strong LOS signal component coinciding with low mobility. A spherical wave model is applied and the distributions of angle of arrival and angle of departure turn out to be important modeling parameters. The modeled MIMO capacities are compared to measured capacity records for verification, proving high accuracy.</description><subject>Antenna arrays</subject><subject>Bandwidth</subject><subject>Channel capacity</subject><subject>Frequency response</subject><subject>Information technology</subject><subject>Linear antenna arrays</subject><subject>MIMO</subject><subject>Power system reliability</subject><subject>Predictive models</subject><subject>Receiving antennas</subject><issn>1930-529X</issn><issn>2576-764X</issn><isbn>1424410428</isbn><isbn>9781424410422</isbn><isbn>1424410436</isbn><isbn>9781424410439</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2007</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpFj81Kw0AYRcc_sK2uXbiZF0idb34yyVKC1kBLxCp0IZRJ5xs7kiYhM4J9ewMKbu5ZXDhwCLkBNgdg-d1iWRXVas4Z0_OUiRMyBcmlBCZFekomXOk00ancnP0fPDsnE8gFSxTPN5dkGsInY0pmCibk_eG7bzoffftB1-M0SNfluqLlof9qAtIXDH3XBgw0dvR5QOt3kcY90sL0ZufjkXaOFt0wYGMiWroqVxUt9qZtsQlX5MKZ0XL9xxl5e3x4LZ6SZbUoi_tl4kGrmFhmwTpdZ4IJDkqDRnTWQJq7jNlM8Z1ztbBSSqwNhxq4UJobjS6FMVGLGbn99XpE3PaDP5jhuB3jQYEQP0N8VfQ</recordid><startdate>200711</startdate><enddate>200711</enddate><creator>Knopp, A.</creator><creator>Hofmann, C.A.</creator><creator>Chouayakh, M.</creator><creator>Lankl, B.</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope></search><sort><creationdate>200711</creationdate><title>Exploiting Single SISO Impulse Responses to Predict the Capacity of Correlated MIMO Channels</title><author>Knopp, A. ; Hofmann, C.A. ; Chouayakh, M. ; Lankl, B.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-d0d1df7b8303215717eefda169f80d852cffb3d444eba21b123572a7ef6124473</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2007</creationdate><topic>Antenna arrays</topic><topic>Bandwidth</topic><topic>Channel capacity</topic><topic>Frequency response</topic><topic>Information technology</topic><topic>Linear antenna arrays</topic><topic>MIMO</topic><topic>Power system reliability</topic><topic>Predictive models</topic><topic>Receiving antennas</topic><toplevel>online_resources</toplevel><creatorcontrib>Knopp, A.</creatorcontrib><creatorcontrib>Hofmann, C.A.</creatorcontrib><creatorcontrib>Chouayakh, M.</creatorcontrib><creatorcontrib>Lankl, B.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Knopp, A.</au><au>Hofmann, C.A.</au><au>Chouayakh, M.</au><au>Lankl, B.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Exploiting Single SISO Impulse Responses to Predict the Capacity of Correlated MIMO Channels</atitle><btitle>IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference</btitle><stitle>GLOCOM</stitle><date>2007-11</date><risdate>2007</risdate><spage>3184</spage><epage>3189</epage><pages>3184-3189</pages><issn>1930-529X</issn><eissn>2576-764X</eissn><isbn>1424410428</isbn><isbn>9781424410422</isbn><eisbn>1424410436</eisbn><eisbn>9781424410439</eisbn><abstract>A novel strategy of precalculating potential MIMO spectral efficiencies of correlated channels based on both, measured as well as appropriately modeled SISO channel impulse responses is presented. Besides capacity prediction, the model is capable of comprising the physical nature of the channel in form of its frequency response. The method is applied to indoor MIMO channels where the correlation is introduced mainly by a strong LOS signal component coinciding with low mobility. A spherical wave model is applied and the distributions of angle of arrival and angle of departure turn out to be important modeling parameters. The modeled MIMO capacities are compared to measured capacity records for verification, proving high accuracy.</abstract><pub>IEEE</pub><doi>10.1109/GLOCOM.2007.603</doi><tpages>6</tpages></addata></record> |
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subjects | Antenna arrays Bandwidth Channel capacity Frequency response Information technology Linear antenna arrays MIMO Power system reliability Predictive models Receiving antennas |
title | Exploiting Single SISO Impulse Responses to Predict the Capacity of Correlated MIMO Channels |
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