Distributed Bi-Directional Training of Nonlinear Precoders and Receivers in Cellular Networks

Joint optimization of nonlinear precoders and receive filters is studied for both the uplink and downlink in a cellular system. For the uplink, the base transceiver station (BTS) receiver implements successive interference cancellation, and for the downlink, the BTS station pre-compensates for the i...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:IEEE transactions on signal processing Ročník 63; číslo 21; s. 5597 - 5608
Hlavní autoři: Mingguang Xu, Dongning Guo, Honig, Michael L.
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York IEEE 01.11.2015
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Bi-directional training
Channel estimation
Channels
Criteria
distributed optimization
Downlink
Interference
interference cancellation
interference pre-compensation
Mean square errors
non-linear precoder
non-linear receive filter
Nonlinearity
Optimization
Pilot training
Receivers
Stations
THP
Training
Uplink
ISSN:1053-587X, 1941-0476
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract Joint optimization of nonlinear precoders and receive filters is studied for both the uplink and downlink in a cellular system. For the uplink, the base transceiver station (BTS) receiver implements successive interference cancellation, and for the downlink, the BTS station pre-compensates for the interference with Tomlinson-Harashima precoding (THP). Convergence of alternating optimization of receivers and transmitters in a single cell is established when filters are updated according to a minimum mean squared error (MMSE) criterion, subject to appropriate power constraints. Adaptive algorithms are then introduced for updating the precoders and receivers in a distributed manner without channel state information, assuming time-division duplex transmissions with channel reciprocity. Instead of estimating the channels, the filters are directly estimated according to a least squares criterion via bi-directional training: Uplink pilots are used to update the feedforward and feedback filters, which are then used as interference pre-compensation filters for downlink training of the mobile receivers. Numerical results show that nonlinear filters can provide substantial gains relative to linear filters with limited forward-backward iterations.
AbstractList Joint optimization of nonlinear precoders and receive filters is studied for both the uplink and downlink in a cellular system. For the uplink, the base transceiver station (BTS) receiver implements successive interference cancellation, and for the downlink, the BTS station pre-compensates for the interference with Tomlinson-Harashima precoding (THP). Convergence of alternating optimization of receivers and transmitters in a single cell is established when filters are updated according to a minimum mean squared error (MMSE) criterion, subject to appropriate power constraints. Adaptive algorithms are then introduced for updating the precoders and receivers in a distributed manner without channel state information, assuming time-division duplex transmissions with channel reciprocity. Instead of estimating the channels, the filters are directly estimated according to a least squares criterion via bi-directional training: Uplink pilots are used to update the feedforward and feedback filters, which are then used as interference pre-compensation filters for downlink training of the mobile receivers. Numerical results show that nonlinear filters can provide substantial gains relative to linear filters with limited forward-backward iterations.
Author Dongning Guo
Mingguang Xu
Honig, Michael L.
Author_xml – sequence: 1
  surname: Mingguang Xu
  fullname: Mingguang Xu
  email: mingguang_xu@apple.com
  organization: Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL, USA
– sequence: 2
  surname: Dongning Guo
  fullname: Dongning Guo
  email: dguo@northwestern.edu
  organization: Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL, USA
– sequence: 3
  givenname: Michael L.
  surname: Honig
  fullname: Honig, Michael L.
  email: mh@eecs.northwestern.edu
  organization: Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL, USA
BookMark eNp9kM1L5jAQh4O44MfuXfBS8OKlr5M0aZqjvn6CqOi7sJelTNvpErcmmrQr_vemvOLBw55mBp7fMPPssE3nHTG2x2HBOZij1cPdQgBXCyGlMMpssG1uJM9B6nIz9aCKXFX61xbbifERgEtpym32-9TGMdhmGqnLTmx-agO1o_UOh2wV0Drr_mS-z268G6wjDNldAnxHIWbouuyeWrL_5sm6bEnDMA2JuaHx1Ye_8Tv71uMQ6cdH3WU_z89Wy8v8-vbianl8nbeFkGPet7qpOuyhFY1UPQisQJZcKGg4IgfdGY0IRoMpUWOhjMBOVYXpyTRGNsUuO1zvfQ7-ZaI41k82tukadOSnWHNdCtBCSZnQgy_oo59CenemRCUKrXmZqHJNtcHHGKivWzvi7GVMUoaaQz1br5P1erZef1hPQfgSfA72CcPb_yL764glok9c8wRVvHgHZVaO4g
CODEN ITPRED
CitedBy_id crossref_primary_10_1109_TSP_2018_2812750
crossref_primary_10_1109_TWC_2021_3074809
crossref_primary_10_1109_ACCESS_2018_2865430
Cites_doi 10.1109/VETECS.2005.1543424
10.1109/TSP.2013.2260331
10.1109/TSP.2008.2008253
10.1109/TWC.2010.02.090641
10.1109/TSP.2013.2247597
10.1109/TSP.2013.2293122
10.1109/TSP.2003.819988
10.1109/TCOMM.2006.873095
10.1109/TWC.2004.830852
10.1109/TCOMM.2011.070511.100313
10.1109/ACSSC.2006.354768
10.1109/TWC.2011.060711.101155
10.1109/TIT.2006.880064
10.1109/TIT.2011.2142270
10.1109/JSAC.2008.081002
10.1109/T-WC.2008.070303
10.1109/TSP.2008.925971
10.1109/ICC.2008.632
10.1109/VETECF.2009.5379013
10.1109/TSP.2007.899283
10.1109/TSP.2007.896292
10.1109/ICASSP.2011.5947104
10.1109/JSAC.2010.101202
10.1109/TWC.2004.837449
10.1109/TWC.2003.821173
10.1109/TSP.2013.2278815
10.1109/TIT.2008.926344
10.1109/TIT.1983.1056659
10.1017/CBO9780511807213
10.1109/TWC.2003.814347
10.1109/TIT.2004.833336
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Nov 2015
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Nov 2015
DBID 97E
RIA
RIE
AAYXX
CITATION
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
F28
FR3
DOI 10.1109/TSP.2015.2442959
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005-present
IEEE All-Society Periodicals Package (ASPP) 1998-Present
IEEE Electronic Library Online
CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Technology Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
DatabaseTitle CrossRef
Technology Research Database
Computer and Information Systems Abstracts – Academic
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
Engineering Research Database
ANTE: Abstracts in New Technology & Engineering
DatabaseTitleList Technology Research Database

Technology Research Database
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1941-0476
EndPage 5608
ExternalDocumentID 3851388371
10_1109_TSP_2015_2442959
7120181
Genre orig-research
GrantInformation_xml – fundername: DARPA
  grantid: W911NF-07-1-0028
– fundername: NSF
  grantid: CCF-1018578
GroupedDBID -~X
.DC
0R~
29I
4.4
5GY
6IK
85S
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACIWK
ACNCT
AENEX
AGQYO
AGSQL
AHBIQ
AJQPL
AKQYR
ALMA_UNASSIGNED_HOLDINGS
ASUFR
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
EBS
EJD
F5P
HZ~
IFIPE
IPLJI
JAVBF
LAI
MS~
O9-
OCL
P2P
RIA
RIE
RNS
TAE
TN5
3EH
53G
5VS
AAYXX
ABFSI
ACKIV
AETIX
AI.
AIBXA
AKJIK
ALLEH
CITATION
E.L
H~9
ICLAB
IFJZH
VH1
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
RIG
F28
FR3
ID FETCH-LOGICAL-c324t-fc7b8daf0c2b45f02a80461250b1aa107d97aa097096a7a3592ad5839fe9b94b3
IEDL.DBID RIE
ISICitedReferencesCount 5
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000362414700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 1053-587X
IngestDate Sun Sep 28 00:28:30 EDT 2025
Mon Jun 30 10:09:51 EDT 2025
Sat Nov 29 04:10:36 EST 2025
Tue Nov 18 22:12:33 EST 2025
Tue Aug 26 16:40:39 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 21
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c324t-fc7b8daf0c2b45f02a80461250b1aa107d97aa097096a7a3592ad5839fe9b94b3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
PQID 1728237716
PQPubID 85478
PageCount 12
ParticipantIDs proquest_miscellaneous_1762072544
ieee_primary_7120181
proquest_journals_1728237716
crossref_citationtrail_10_1109_TSP_2015_2442959
crossref_primary_10_1109_TSP_2015_2442959
PublicationCentury 2000
PublicationDate 2015-11-01
PublicationDateYYYYMMDD 2015-11-01
PublicationDate_xml – month: 11
  year: 2015
  text: 2015-11-01
  day: 01
PublicationDecade 2010
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on signal processing
PublicationTitleAbbrev TSP
PublicationYear 2015
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References ref13
ref12
ref15
ref14
ref31
ref30
(ref24) 2011
ref11
ref32
ref10
ref2
ref1
ref17
ref16
ref19
ref18
ref23
ref26
ref25
ref20
horn (ref33) 1995
ref22
ref21
ref28
ref27
ref29
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref6
  doi: 10.1109/VETECS.2005.1543424
– ident: ref14
  doi: 10.1109/TSP.2013.2260331
– ident: ref8
  doi: 10.1109/TSP.2008.2008253
– ident: ref22
  doi: 10.1109/TWC.2010.02.090641
– ident: ref2
  doi: 10.1109/TSP.2013.2247597
– ident: ref9
  doi: 10.1109/TSP.2013.2293122
– ident: ref5
  doi: 10.1109/TSP.2003.819988
– ident: ref13
  doi: 10.1109/TCOMM.2006.873095
– ident: ref28
  doi: 10.1109/TWC.2004.830852
– ident: ref31
  doi: 10.1109/TCOMM.2011.070511.100313
– ident: ref17
  doi: 10.1109/ACSSC.2006.354768
– ident: ref23
  doi: 10.1109/TWC.2011.060711.101155
– ident: ref26
  doi: 10.1109/TIT.2006.880064
– ident: ref27
  doi: 10.1109/TIT.2011.2142270
– ident: ref15
  doi: 10.1109/JSAC.2008.081002
– ident: ref20
  doi: 10.1109/T-WC.2008.070303
– ident: ref19
  doi: 10.1109/TSP.2008.925971
– ident: ref18
  doi: 10.1109/ICC.2008.632
– ident: ref21
  doi: 10.1109/VETECF.2009.5379013
– ident: ref7
  doi: 10.1109/TSP.2007.899283
– ident: ref1
  doi: 10.1109/TSP.2007.896292
– ident: ref30
  doi: 10.1109/ICASSP.2011.5947104
– year: 2011
  ident: ref24
  publication-title: ?C-RAN The road towards green RAN ?
– ident: ref16
  doi: 10.1109/JSAC.2010.101202
– ident: ref4
  doi: 10.1109/TWC.2004.837449
– ident: ref29
  doi: 10.1109/TWC.2003.821173
– ident: ref12
  doi: 10.1109/TSP.2013.2278815
– ident: ref32
  doi: 10.1109/TIT.2008.926344
– year: 1995
  ident: ref33
  publication-title: Matrix Analysis
– ident: ref25
  doi: 10.1109/TIT.1983.1056659
– ident: ref10
  doi: 10.1017/CBO9780511807213
– ident: ref3
  doi: 10.1109/TWC.2003.814347
– ident: ref11
  doi: 10.1109/TIT.2004.833336
SSID ssj0014496
Score 2.2133899
Snippet Joint optimization of nonlinear precoders and receive filters is studied for both the uplink and downlink in a cellular system. For the uplink, the base...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 5597
SubjectTerms Bi-directional training
Channel estimation
Channels
Criteria
distributed optimization
Downlink
Interference
interference cancellation
interference pre-compensation
Mean square errors
non-linear precoder
non-linear receive filter
Nonlinearity
Optimization
Pilot training
Receivers
Stations
THP
Training
Uplink
Title Distributed Bi-Directional Training of Nonlinear Precoders and Receivers in Cellular Networks
URI https://ieeexplore.ieee.org/document/7120181
https://www.proquest.com/docview/1728237716
https://www.proquest.com/docview/1762072544
Volume 63
WOSCitedRecordID wos000362414700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 1941-0476
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0014496
  issn: 1053-587X
  databaseCode: RIE
  dateStart: 19910101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Na9wwEB2SkEN7aJukpZtuiwK9BKqsLX-MdGzShh7CstBN2EswY0uGhcVb9qO_PxrZaxYaCrkZLH-gZ1lvNKP3AL4i5jVrwMisio1MVVxK7TCWGJErc6sVhfWOhzscj_VsZiYH8K3fC-OcC8Vn7ooPQy7fLqstL5WNMFasL3UIh4jY7tXqMwZpGry4PF1IZKZxtktJRmY0_T3hGq7syk9lyrAq6d4UFDxV_vkRh9nl9u3L3usdvOlYpPjewn4CB645hdd72oJn8PiDJXHZzcpZcT2X3b-NibeYdr4QYlmLcauVQSsx4eCY65oFNVZ4PulCzYaYN-LGLRZcryrGbdX4-j3c3_6c3vySnZeCrDxl2si6wlJbqqNKlWlWR4o0S617AlTGRD4GtAaJIoM-pCGkJDOKbObZU-1MadIy-QBHzbJxH0Fk1lryIJZ1TGlmSNfoVJ6keU6J1lU-gNGue4uqExpnv4tFEQKOyBQekIIBKTpABnDZX_GnFdn4T9szBqBv1_X9AIY7BItuFK4L9t5SCfqQcAAX_Wk_fjgpQo1bbrlNriJkobbz5-_8CV7x89v9h0M42qy27jMcV3838_XqS_gInwCSvtl-
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3fa9swED66drDuoe3WlmXtVg32MpgaW7Ys6XHtVlqamcCykZdhzpYMgeCM_NjfP53smMLGoG8Gy0Los6TvdHffAbxXKqtJA4bLKjY8FXHJtVMxVxG6MrNaYLjv-DFSea6nUzPegY99LoxzLgSfuUt6DL58u6g2dFU2VLEgfaknsCdT322brdX7DNI0VOPyhCHhUqvp1ikZmeHk25iiuOSlP8yEIV3SB4dQqKry11Yczpebw8eN7AgOOh7JPrXAv4Ad17yE5w_UBY_h52cSxaV6Vs6yqxnvdjei3mzSVYZgi5rlrVoGLtmYzGOKbGbYWOYZpQtRG2zWsGs3n1PEKsvbuPHVCXy_-TK5vuVdNQVeedK05nWlSm2xjipRprKOBGoSW_cUqIwRvRVojUKMjPJGDSpMpBFopedPtTOlScvkFHabReNeAZPWWvQwlnWMqTSoa-VElqRZhonWVTaA4XZ6i6qTGqeKF_MimByRKTwgBQFSdIAM4EP_xa9WZuM_bY8JgL5dN_cDON8iWHTrcFVQ9S2RKG8UDuBd_9qvIHKLYOMWG2qTiUiRVNvrf_d8Ac9uJ19Hxeguvz-DfRpLm414Drvr5ca9gafV7_VstXwbfsg_CNvcxQ
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=Distributed+Bi-Directional+Training+of+Nonlinear+Precoders+and+Receivers+in+Cellular+Networks&rft.jtitle=IEEE+transactions+on+signal+processing&rft.au=Xu%2C+Mingguang&rft.au=Guo%2C+Dongning&rft.au=Honig%2C+Michael+L&rft.date=2015-11-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=1053-587X&rft.eissn=1941-0476&rft.volume=63&rft.issue=21&rft.spage=5597&rft_id=info:doi/10.1109%2FTSP.2015.2442959&rft.externalDBID=NO_FULL_TEXT&rft.externalDocID=3851388371
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1053-587X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1053-587X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1053-587X&client=summon