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The Role of SNR in Achieving MIMO Rates in Cooperative Systems
We compare the rate of a multiple-antenna relay channel to the capacity of multiple-antenna systems to characterize the cooperative capacity in different SNR regions. While it is known that in the asymptotic regime, at a high SNR or with a large number of cooperating nodes, cooperative systems lack...
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creator | Ng, C.T.K. Laneman, J.N. Goldsmith, A.J. |
description | We compare the rate of a multiple-antenna relay channel to the capacity of multiple-antenna systems to characterize the cooperative capacity in different SNR regions. While it is known that in the asymptotic regime, at a high SNR or with a large number of cooperating nodes, cooperative systems lack full multiplexing gain, in this paper we consider cooperative capacity gain at moderate SNR with a fixed number of cooperating antennas. We show that up to a lower bound to an SNR threshold, a cooperative system performs at least as well as a MIMO system with isotropic inputs; whereas beyond an upper bound to the SNR threshold, the cooperative system is limited by its coordination costs, and the capacity is strictly less than that of a MIMO orthogonal channel. The SNR threshold depends on the network geometry (the power gain g between the source and relay) and the number of cooperating antennas M; when the relay is close to the source (g [unk] 1), the SNR threshold lower and upper bounds are approximately equal. As the cooperating nodes are closer, i.e., as g increases, the MIMO-gain region extends to a higher SNR. Whereas for a populous cluster, i.e., when M is large, the coordination-limited region sets in at a lower SNR. |
doi_str_mv | 10.1109/ITW.2006.1633831 |
format | conference_proceeding |
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While it is known that in the asymptotic regime, at a high SNR or with a large number of cooperating nodes, cooperative systems lack full multiplexing gain, in this paper we consider cooperative capacity gain at moderate SNR with a fixed number of cooperating antennas. We show that up to a lower bound to an SNR threshold, a cooperative system performs at least as well as a MIMO system with isotropic inputs; whereas beyond an upper bound to the SNR threshold, the cooperative system is limited by its coordination costs, and the capacity is strictly less than that of a MIMO orthogonal channel. The SNR threshold depends on the network geometry (the power gain g between the source and relay) and the number of cooperating antennas M; when the relay is close to the source (g [unk] 1), the SNR threshold lower and upper bounds are approximately equal. As the cooperating nodes are closer, i.e., as g increases, the MIMO-gain region extends to a higher SNR. Whereas for a populous cluster, i.e., when M is large, the coordination-limited region sets in at a lower SNR.</description><identifier>ISBN: 142440035X</identifier><identifier>ISBN: 9781424400355</identifier><identifier>EISBN: 1424400368</identifier><identifier>EISBN: 9781424400362</identifier><identifier>DOI: 10.1109/ITW.2006.1633831</identifier><language>eng</language><publisher>IEEE</publisher><subject>Cooperative systems ; Geometry ; MIMO ; OFDM ; Performance gain ; Power system relaying ; Relays ; Transmitters ; Transmitting antennas ; Upper bound</subject><ispartof>2006 IEEE Information Theory Workshop - ITW '06 Punta del Este, 2006, p.288-292</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/1633831$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2058,4050,4051,27925,54920</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/1633831$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Ng, C.T.K.</creatorcontrib><creatorcontrib>Laneman, J.N.</creatorcontrib><creatorcontrib>Goldsmith, A.J.</creatorcontrib><title>The Role of SNR in Achieving MIMO Rates in Cooperative Systems</title><title>2006 IEEE Information Theory Workshop - ITW '06 Punta del Este</title><addtitle>ITW</addtitle><description>We compare the rate of a multiple-antenna relay channel to the capacity of multiple-antenna systems to characterize the cooperative capacity in different SNR regions. 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Whereas for a populous cluster, i.e., when M is large, the coordination-limited region sets in at a lower SNR.</description><subject>Cooperative systems</subject><subject>Geometry</subject><subject>MIMO</subject><subject>OFDM</subject><subject>Performance gain</subject><subject>Power system relaying</subject><subject>Relays</subject><subject>Transmitters</subject><subject>Transmitting antennas</subject><subject>Upper bound</subject><isbn>142440035X</isbn><isbn>9781424400355</isbn><isbn>1424400368</isbn><isbn>9781424400362</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2006</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNpFj01Lw0AURUdEUGv3gpv5A4nvzSTzsRFK0BpoLaQR3ZUxeWNH2qZkQqH_XsWCd3M5d3HgMnaLkCKCvS_rt1QAqBSVlEbiGbvGTGQZgFTm_B_y90s2jvELfiJtjhau2EO9Jl51G-Kd58uXiocdnzTrQIew--Tzcr7glRso_u5F1-2pd0M4EF8e40DbeMMuvNtEGp96xF6fHuviOZktpmUxmSUBdT4k5ElnIgfTamisNlo4MtIZcKSazBrffihowaIToFQjPHmDUpLISaNCkiN29-cNRLTa92Hr-uPq9Fd-A_dWRuc</recordid><startdate>2006</startdate><enddate>2006</enddate><creator>Ng, C.T.K.</creator><creator>Laneman, J.N.</creator><creator>Goldsmith, A.J.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>2006</creationdate><title>The Role of SNR in Achieving MIMO Rates in Cooperative Systems</title><author>Ng, C.T.K. ; Laneman, J.N. ; Goldsmith, A.J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-efe742508d70c97872ae83a80ae6c498fdb60d091a2066c2fef8133e25e7161e3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2006</creationdate><topic>Cooperative systems</topic><topic>Geometry</topic><topic>MIMO</topic><topic>OFDM</topic><topic>Performance gain</topic><topic>Power system relaying</topic><topic>Relays</topic><topic>Transmitters</topic><topic>Transmitting antennas</topic><topic>Upper bound</topic><toplevel>online_resources</toplevel><creatorcontrib>Ng, C.T.K.</creatorcontrib><creatorcontrib>Laneman, J.N.</creatorcontrib><creatorcontrib>Goldsmith, A.J.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Xplore (Online service)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Ng, C.T.K.</au><au>Laneman, J.N.</au><au>Goldsmith, A.J.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>The Role of SNR in Achieving MIMO Rates in Cooperative Systems</atitle><btitle>2006 IEEE Information Theory Workshop - ITW '06 Punta del Este</btitle><stitle>ITW</stitle><date>2006</date><risdate>2006</risdate><spage>288</spage><epage>292</epage><pages>288-292</pages><isbn>142440035X</isbn><isbn>9781424400355</isbn><eisbn>1424400368</eisbn><eisbn>9781424400362</eisbn><abstract>We compare the rate of a multiple-antenna relay channel to the capacity of multiple-antenna systems to characterize the cooperative capacity in different SNR regions. While it is known that in the asymptotic regime, at a high SNR or with a large number of cooperating nodes, cooperative systems lack full multiplexing gain, in this paper we consider cooperative capacity gain at moderate SNR with a fixed number of cooperating antennas. We show that up to a lower bound to an SNR threshold, a cooperative system performs at least as well as a MIMO system with isotropic inputs; whereas beyond an upper bound to the SNR threshold, the cooperative system is limited by its coordination costs, and the capacity is strictly less than that of a MIMO orthogonal channel. The SNR threshold depends on the network geometry (the power gain g between the source and relay) and the number of cooperating antennas M; when the relay is close to the source (g [unk] 1), the SNR threshold lower and upper bounds are approximately equal. As the cooperating nodes are closer, i.e., as g increases, the MIMO-gain region extends to a higher SNR. Whereas for a populous cluster, i.e., when M is large, the coordination-limited region sets in at a lower SNR.</abstract><pub>IEEE</pub><doi>10.1109/ITW.2006.1633831</doi><tpages>5</tpages></addata></record> |
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subjects | Cooperative systems Geometry MIMO OFDM Performance gain Power system relaying Relays Transmitters Transmitting antennas Upper bound |
title | The Role of SNR in Achieving MIMO Rates in Cooperative Systems |
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