Spatial Domain Simultaneous Information and Power Transfer for MIMO Channels
In this paper, we theoretically investigate a new technique for simultaneous information and power transfer (SWIPT) in multiple-input multiple-output (MIMO) point-to-point with radio frequency energy harvesting capabilities. The proposed technique exploits the spatial decomposition of the MIMO chann...
Saved in:
| Published in | IEEE transactions on wireless communications Vol. 14; no. 8; pp. 4115 - 4128 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
IEEE
01.08.2015
|
| Subjects | |
| Online Access | Get full text |
| ISSN | 1536-1276 |
| DOI | 10.1109/TWC.2015.2416721 |
Cover
| Abstract | In this paper, we theoretically investigate a new technique for simultaneous information and power transfer (SWIPT) in multiple-input multiple-output (MIMO) point-to-point with radio frequency energy harvesting capabilities. The proposed technique exploits the spatial decomposition of the MIMO channel and uses the eigenchannels either to convey information or to transfer energy. In order to generalize our study, we consider channel estimation error in the decomposition process and the interference between the eigenchannels. An optimization problem that minimizes the total transmitted power subject to maximum power per eigenchannel, information and energy constraints is formulated as a mixed-integer nonlinear program and solved to optimality using mixed-integer second-order cone programming. A near-optimal mixed-integer linear programming solution is also developed with robust computational performance. A polynomial complexity algorithm is further proposed for the optimal solution of the problem when no maximum power per eigenchannel constraints are imposed. In addition, a low polynomial complexity algorithm is developed for the power allocation problem with a given eigenchannel assignment, as well as a low-complexity heuristic for solving the eigenchannel assignment problem. |
|---|---|
| AbstractList | In this paper, we theoretically investigate a new technique for simultaneous information and power transfer (SWIPT) in multiple-input multiple-output (MIMO) point-to-point with radio frequency energy harvesting capabilities. The proposed technique exploits the spatial decomposition of the MIMO channel and uses the eigenchannels either to convey information or to transfer energy. In order to generalize our study, we consider channel estimation error in the decomposition process and the interference between the eigenchannels. An optimization problem that minimizes the total transmitted power subject to maximum power per eigenchannel, information and energy constraints is formulated as a mixed-integer nonlinear program and solved to optimality using mixed-integer second-order cone programming. A near-optimal mixed-integer linear programming solution is also developed with robust computational performance. A polynomial complexity algorithm is further proposed for the optimal solution of the problem when no maximum power per eigenchannel constraints are imposed. In addition, a low polynomial complexity algorithm is developed for the power allocation problem with a given eigenchannel assignment, as well as a low-complexity heuristic for solving the eigenchannel assignment problem. |
| Author | Karachontzitis, Sotiris Timotheou, Stelios Berberidis, Kostas Krikidis, Ioannis |
| Author_xml | – sequence: 1 givenname: Stelios surname: Timotheou fullname: Timotheou, Stelios email: timotheou.stelios@ucy.ac.cy organization: KIOS Res. Center for Intell. Syst. & Networks, Univ. of Cyprus, Nicosia, Cyprus – sequence: 2 givenname: Ioannis surname: Krikidis fullname: Krikidis, Ioannis email: krikidis@ucy.ac.cy organization: KIOS Res. Center for Intell. Syst. & Networks, Univ. of Cyprus, Nicosia, Cyprus – sequence: 3 givenname: Sotiris surname: Karachontzitis fullname: Karachontzitis, Sotiris email: karaxodgceid@upatras.gr organization: Comput. Eng. & Inf. Dept., Univ. of Patras, Patron, Greece – sequence: 4 givenname: Kostas surname: Berberidis fullname: Berberidis, Kostas email: berberidceid@upatras.gr organization: Comput. Eng. & Inf. Dept., Univ. of Patras, Patron, Greece |
| BookMark | eNp9kE1Lw0AQhvdQwbZ6F7zsH0id3WST7lHiV6GlQisewySdxZVkt-ymiP_e1IoHD55m4H2fYXgmbOS8I8auBMyEAH2zfS1nEoSayUzkhRQjNhYqzRMhi_ycTWJ8BxBFrtSYLTd77C22_M53aB3f2O7Q9ujIHyJfOONDN-TecXQ7_uw_KPBtQBfNsAwhXy1Wa16-oXPUxgt2ZrCNdPkzp-zl4X5bPiXL9eOivF0mTSp1nxiZApGQdTpXBWZNoVLUWWZ0ndVGEUBdz9FIIbQmqQtBEgGA6h0OlZ3EdMry090m-BgDmaqx_febfUDbVgKqo4dq8FAdPVQ_HgYQ_oD7YDsMn_8h1yfEEtFvvYBcS9DpFxwPbRU |
| CODEN | ITWCAX |
| CitedBy_id | crossref_primary_10_1016_j_phycom_2017_10_015 crossref_primary_10_1109_ACCESS_2024_3519522 crossref_primary_10_1109_COMST_2015_2499783 crossref_primary_10_1109_TWC_2017_2757024 crossref_primary_10_1109_LSP_2017_2749405 crossref_primary_10_1007_s11276_018_1718_z crossref_primary_10_1109_JSTSP_2016_2612162 crossref_primary_10_1109_TGCN_2019_2911161 crossref_primary_10_1109_TVT_2020_3017689 crossref_primary_10_1109_TWC_2017_2702575 crossref_primary_10_1587_transcom_2015EBP3463 crossref_primary_10_3390_electronics8121525 crossref_primary_10_1109_TCOMM_2017_2695598 crossref_primary_10_1109_TCOMM_2018_2866852 crossref_primary_10_1109_TWC_2017_2753223 crossref_primary_10_1049_iet_net_2017_0175 crossref_primary_10_1109_JSAC_2016_2551538 crossref_primary_10_1109_TGCN_2018_2835409 crossref_primary_10_1109_LCOMM_2016_2578921 crossref_primary_10_1109_LWC_2017_2765320 crossref_primary_10_1109_TVT_2017_2719051 |
| Cites_doi | 10.1109/WCL.2012.053112.120212 10.1109/OnlineGreenCom.2013.6731038 10.1109/TAP.2013.2254693 10.1109/TWC.2012.113012.120500 10.1109/TVT.2015.2397194 10.1109/JSAC.2011.110921 10.1109/SURV.2011.060710.00094 10.1109/LCOMM.2012.091712.121395 10.1109/TCOMM.2014.032914.130722 10.1109/TWC.2013.030413.121120 10.1093/comjnl/bxq063 10.1109/TCOMM.2014.020914.130825 10.1109/ISIT.2012.6283481 10.1109/TIT.2006.872984 10.1109/TWC.2013.031813.120224 10.1109/ICC.2014.6883912 10.1109/TWC.2013.072613.130323 10.1109/TCSI.2009.2034891 10.1109/TWC.2013.062413.122042 10.1109/LAWP.2011.2136371 10.1109/LCOMM.2012.091212.121660 10.1109/MCOM.2014.6736750 10.1109/TWC.2014.041714.131688 10.1109/ISIT.2008.4595260 10.1109/LSP.2013.2284800 10.1109/TWC.2014.032514.131199 10.1109/LAWP.2012.2212232 10.1109/JPROC.2014.2357031 10.1109/MCOM.2014.6957150 10.1109/TSP.2014.2310433 10.1109/TCOMM.2013.13.120855 10.1109/TMTT.2014.2303420 10.1109/JETCAS.2012.2187106 10.1109/ITW.2013.6691280 10.1109/TWC.2013.112513.130760 10.1109/MCOM.2015.7010533 10.1017/CBO9780511804441 |
| ContentType | Journal Article |
| DBID | 97E RIA RIE AAYXX CITATION |
| DOI | 10.1109/TWC.2015.2416721 |
| DatabaseName | IEEE All-Society Periodicals Package (ASPP) 2005–Present IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Electronic Library (IEL) CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EndPage | 4128 |
| ExternalDocumentID | 10_1109_TWC_2015_2416721 7069209 |
| Genre | orig-research |
| GrantInformation_xml | – fundername: KOYLTOYRA/BP-NE/0613/04 – fundername: University of Patras, Greece. – fundername: EU and national funds – fundername: Research Promotion Foundation |
| GroupedDBID | -~X 0R~ 29I 4.4 5GY 5VS 6IK 97E AAJGR AARMG AASAJ AAWTH ABAZT ABQJQ ABVLG ACGFO ACGFS ACIWK AENEX AETIX AGQYO AGSQL AHBIQ AIBXA AKJIK AKQYR ALMA_UNASSIGNED_HOLDINGS ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ CS3 DU5 EBS EJD HZ~ H~9 IES IFIPE IPLJI JAVBF LAI M43 O9- OCL P2P RIA RIE RNS AAYXX CITATION |
| ID | FETCH-LOGICAL-c329t-f230ee12b3857a4c753a944f9b4bf5e00bb8af21199e2971e2a000ebdaf9bd2a3 |
| IEDL.DBID | RIE |
| ISSN | 1536-1276 |
| IngestDate | Wed Oct 01 02:20:48 EDT 2025 Thu Apr 24 22:54:53 EDT 2025 Wed Aug 27 02:52:43 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 8 |
| Keywords | SWIPT MILP optimization MISOCP RF energy harvesting MIMO channel channel estimation error singular value decomposition |
| Language | English |
| License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c329t-f230ee12b3857a4c753a944f9b4bf5e00bb8af21199e2971e2a000ebdaf9bd2a3 |
| PageCount | 14 |
| ParticipantIDs | ieee_primary_7069209 crossref_citationtrail_10_1109_TWC_2015_2416721 crossref_primary_10_1109_TWC_2015_2416721 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2015-Aug. 2015-8-00 |
| PublicationDateYYYYMMDD | 2015-08-01 |
| PublicationDate_xml | – month: 08 year: 2015 text: 2015-Aug. |
| PublicationDecade | 2010 |
| PublicationTitle | IEEE transactions on wireless communications |
| PublicationTitleAbbrev | TWC |
| PublicationYear | 2015 |
| Publisher | IEEE |
| Publisher_xml | – name: IEEE |
| References | ref35 ref13 ref34 ref12 ref15 ref36 ref14 ref31 ref30 ref33 ref11 ref32 ref1 ref39 ref17 ref38 ref16 ref19 ref18 jeon (ref2) 0 ref24 ref23 ref26 ref25 ref20 ref22 ref21 ben-tal (ref37) 2001 (ref41) 2012 ref28 ref27 ref29 ref8 ref7 ref9 ref3 ref6 ref5 ref40 gurakan (ref4) 0 sun (ref10) 2012; 11 |
| References_xml | – ident: ref16 doi: 10.1109/WCL.2012.053112.120212 – ident: ref39 doi: 10.1109/OnlineGreenCom.2013.6731038 – ident: ref7 doi: 10.1109/TAP.2013.2254693 – ident: ref17 doi: 10.1109/TWC.2012.113012.120500 – ident: ref34 doi: 10.1109/TVT.2015.2397194 – ident: ref3 doi: 10.1109/JSAC.2011.110921 – ident: ref1 doi: 10.1109/SURV.2011.060710.00094 – ident: ref19 doi: 10.1109/LCOMM.2012.091712.121395 – ident: ref29 doi: 10.1109/TCOMM.2014.032914.130722 – ident: ref5 doi: 10.1109/TWC.2013.030413.121120 – ident: ref38 doi: 10.1093/comjnl/bxq063 – ident: ref28 doi: 10.1109/TCOMM.2014.020914.130825 – ident: ref13 doi: 10.1109/ISIT.2012.6283481 – ident: ref30 doi: 10.1109/TIT.2006.872984 – ident: ref15 doi: 10.1109/TWC.2013.031813.120224 – ident: ref20 doi: 10.1109/ICC.2014.6883912 – ident: ref26 doi: 10.1109/TWC.2013.072613.130323 – ident: ref9 doi: 10.1109/TCSI.2009.2034891 – ident: ref21 doi: 10.1109/TWC.2013.062413.122042 – ident: ref8 doi: 10.1109/LAWP.2011.2136371 – ident: ref14 doi: 10.1109/LCOMM.2012.091212.121660 – ident: ref35 doi: 10.1109/MCOM.2014.6736750 – ident: ref31 doi: 10.1109/TWC.2014.041714.131688 – ident: ref12 doi: 10.1109/ISIT.2008.4595260 – ident: ref27 doi: 10.1109/LSP.2013.2284800 – ident: ref22 doi: 10.1109/TWC.2014.032514.131199 – volume: 11 start-page: 929 year: 2012 ident: ref10 article-title: Design of a high-efficiency 2.45-GHz rectenna for low-input-power energy harvesting publication-title: IEEE Antennas Wireless Propag Lett doi: 10.1109/LAWP.2012.2212232 – ident: ref33 doi: 10.1109/JPROC.2014.2357031 – ident: ref25 doi: 10.1109/MCOM.2014.6957150 – ident: ref23 doi: 10.1109/TSP.2014.2310433 – ident: ref24 doi: 10.1109/TCOMM.2013.13.120855 – ident: ref32 doi: 10.1109/TMTT.2014.2303420 – ident: ref11 doi: 10.1109/JETCAS.2012.2187106 – year: 2012 ident: ref41 publication-title: Gurobi Optimizer Reference Manual – ident: ref6 doi: 10.1109/ITW.2013.6691280 – start-page: 1796 year: 0 ident: ref2 article-title: The stability region of random multiple access under stochastic energy harvesting publication-title: Proc IEEE Int Symp Inf Theory – year: 2001 ident: ref37 publication-title: Lectures on and Engineering Applications – ident: ref18 doi: 10.1109/TWC.2013.112513.130760 – start-page: 965 year: 0 ident: ref4 article-title: Energy cooperation in energy harvesting communication systems publication-title: Proc IEEE Int Symp Inf Theory – ident: ref36 doi: 10.1109/MCOM.2015.7010533 – ident: ref40 doi: 10.1017/CBO9780511804441 |
| SSID | ssj0017655 |
| Score | 2.3362012 |
| Snippet | In this paper, we theoretically investigate a new technique for simultaneous information and power transfer (SWIPT) in multiple-input multiple-output (MIMO)... |
| SourceID | crossref ieee |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 4115 |
| SubjectTerms | Channel estimation channel estimation error Complexity theory MILP MIMO MIMO channel MISOCP Optimization Radio frequency Receivers RF energy harvesting singular value decomposition SWIPT Wireless communication |
| Title | Spatial Domain Simultaneous Information and Power Transfer for MIMO Channels |
| URI | https://ieeexplore.ieee.org/document/7069209 |
| Volume | 14 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVIEE databaseName: IEEE Electronic Library (IEL) issn: 1536-1276 databaseCode: RIE dateStart: 20020101 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://ieeexplore.ieee.org/ omitProxy: false ssIdentifier: ssj0017655 providerName: IEEE |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3NS8MwFA9zJz34NcX5RQ5eBLu1ado0R5mOKVYFN9ytJGkCQ21F24t_vXltLVNEvIX0BcJ7L3l5fR8_hE6kxzxlzYDjEWUc6jPjRDIwjj13AfQf00ZAoXB8G05m9HoezDvorK2F0VpXyWd6AMMqlp_mqoRfZUPmhpxAtd4Ki8K6VquNGLCwQji1BxhwZVgbknT5cPo4ghyuYGCtVciI980ELWGqVCZlvIHir83UmSRPg7KQA_Xxo0_jf3e7idabtyU-r5VhC3V0to3WljoO9tANQBBblcMX-YtYZPhhARmFItN5-Y6b0iQQFRZZiu8BQQ1X1szYgf2I46v4DkNFQmZt6g6ajS-no4nTACo4yie8cIz1N7T2iPSjgAmqrKsiOKWGSypNoF1XykgY6PnGNeHM00TYG1PLVFiSlAh_F3WzPNN7CIdaGBpSqQwNqHJ9IZmI4PpIpZVypPpo-MXjRDXdxgH04jmpvA6XJ1YqCUglaaTSR6ftite608YftD3gd0vXsHr_9-kDtAqL67S9Q9Qt3kp9ZJ8ShTyudOgTK57E-g |
| linkProvider | IEEE |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwELYqGICBV0GUpwcWJJLmYcfJiApVC01BohXdItuxpQpIETQLvx5fkkYFIcRmJZfIujv7fL7Hh9C5cJkrjRmwXE9qi_hMW6Gg2jLrjkL_MaU5FArHw6A3JrcTOmmgy7oWRilVJJ8pG4ZFLD-dyRyuytrMCSIPqvVWKSGEltVadcyABQXGqVnCgCzD6qCkE7VHTx3I4qK2sVcB89xvRmgJVaUwKt0tFC-mU-aSPNv5XNjy80enxv_OdxttVqdLfFWqww5qqGwXbSz1HGyiAYAQG6XD17NXPs3w4xRyCnmmZvkHroqTQFiYZyl-AAw1XNgzbQbmJY778T2GmoTMWNU9NO7ejDo9q4JUsKTvRXNLG49DKdcTfkgZJ9I4KzwiREeCCE2V4wgRcg1d3yLlRcxVHjd7phIpNySpx_19tJLNMnWAcKC4JgERUhNKpONzwXgIG0gqjJxD2ULtBY8TWfUbB9iLl6TwO5woMVJJQCpJJZUWuqi_eCt7bfxB2wR-13QVqw9_f3yG1nqjeJAM-sO7I7QOPyqT-I7Ryvw9VyfmYDEXp4U-fQGpg8hH |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Spatial+Domain+Simultaneous+Information+and+Power+Transfer+for+MIMO+Channels&rft.jtitle=IEEE+transactions+on+wireless+communications&rft.au=Timotheou%2C+Stelios&rft.au=Krikidis%2C+Ioannis&rft.au=Karachontzitis%2C+Sotiris&rft.au=Berberidis%2C+Kostas&rft.date=2015-08-01&rft.issn=1536-1276&rft.volume=14&rft.issue=8&rft.spage=4115&rft.epage=4128&rft_id=info:doi/10.1109%2FTWC.2015.2416721&rft.externalDBID=n%2Fa&rft.externalDocID=10_1109_TWC_2015_2416721 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1536-1276&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1536-1276&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1536-1276&client=summon |