Index Modulation with Channel Training: Spectral Efficiency and Optimal Antenna Alphabets

Index modulation is a MIMO technology where some transmit antennas are idle during each transmission interval, but the receiver requires knowledge of all link gains at all times. Even though index modulation is particularly sensitive to the cost of estimating the channel state information (CSI), the...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on wireless communications Vol. 23; no. 3; p. 1
Main Authors Shamasundar, Bharath, Nosratinia, Aria
Format Journal Article
LanguageEnglish
Published New York IEEE 01.03.2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text
ISSN1536-1276
1558-2248
DOI10.1109/TWC.2023.3296696

Cover

Abstract Index modulation is a MIMO technology where some transmit antennas are idle during each transmission interval, but the receiver requires knowledge of all link gains at all times. Even though index modulation is particularly sensitive to the cost of estimating the channel state information (CSI), the impact of CSI cost and imperfections on the capacity of index modulation has not been adequately characterized until now. As a result, the marginal cost/benefit of each additional antenna, and the optimal antenna alphabet have remained unclear. This study computes the spectral efficiency of index modulation subject to training and determines optimal antenna alphabets. Our approach involves a comprehensive examination of the influence of pilot power and degrees of freedom on the achievable rate of index modulation. The results include 2.5dB improvement over the best previously known bound for 4 × 2 spatial modulation at 6b/s/Hz. Additionally, we determine the conditions under which single-antenna transmission is superior to spatial modulation, and vice versa. Moreover, this training-based spectral efficiency analysis is extended to the multiuser uplink, identifying the number of users that can be accommodated while maximizing the uplink sum-rate under spatial modulation.
AbstractList Index modulation is a MIMO technology where some transmit antennas are idle during each transmission interval, but the receiver requires knowledge of all link gains at all times. Even though index modulation is particularly sensitive to the cost of estimating the channel state information (CSI), the impact of CSI cost and imperfections on the capacity of index modulation has not been adequately characterized until now. As a result, the marginal cost/benefit of each additional antenna, and the optimal antenna alphabet have remained unclear. This study computes the spectral efficiency of index modulation subject to training and determines optimal antenna alphabets. Our approach involves a comprehensive examination of the influence of pilot power and degrees of freedom on the achievable rate of index modulation. The results include 2.5dB improvement over the best previously known bound for 4 × 2 spatial modulation at 6b/s/Hz. Additionally, we determine the conditions under which single-antenna transmission is superior to spatial modulation, and vice versa. Moreover, this training-based spectral efficiency analysis is extended to the multiuser uplink, identifying the number of users that can be accommodated while maximizing the uplink sum-rate under spatial modulation.
Index modulation is a MIMO technology where some transmit antennas are idle during each transmission interval, but the receiver requires knowledge of all link gains at all times. Even though index modulation is particularly sensitive to the cost of estimating the channel state information (CSI), the impact of CSI cost and imperfections on the capacity of index modulation has not been adequately characterized until now. As a result, the marginal cost/benefit of each additional antenna, and the optimal antenna alphabet have remained unclear. This study computes the spectral efficiency of index modulation subject to training and determines optimal antenna alphabets. Our approach involves a comprehensive examination of the influence of pilot power and degrees of freedom on the achievable rate of index modulation. The results include 2.5dB improvement over the best previously known bound for [Formula Omitted] spatial modulation at 6b/s/Hz. Additionally, we determine the conditions under which single-antenna transmission is superior to spatial modulation, and vice versa. Moreover, this training-based spectral efficiency analysis is extended to the multiuser uplink, identifying the number of users that can be accommodated while maximizing the uplink sum-rate under spatial modulation.
Author Shamasundar, Bharath
Nosratinia, Aria
Author_xml – sequence: 1
  givenname: Bharath
  orcidid: 0000-0001-5135-7825
  surname: Shamasundar
  fullname: Shamasundar, Bharath
  organization: Beyond 5G research group of Samsung R&D Institute, Bangalore, India
– sequence: 2
  givenname: Aria
  orcidid: 0000-0002-3751-0165
  surname: Nosratinia
  fullname: Nosratinia, Aria
  organization: Department of Electrical and Computer Engineering, The University of Texas at Dallas, Texas, United States
BookMark eNpNkD1PwzAQhi1UJEphZ2CwxJzij9ix2aqoQKWiDhQhJstxLtRVcELiCvrvSdUOTHc6Pe_d6blEo9AEQOiGkimlRN-v3_MpI4xPOdNSanmGxlQIlTCWqtGh5zKhLJMX6LLvt4TQTAoxRh-LUMIvfmnKXW2jbwL-8XGD840NAWq87qwPPnw-4NcWXOxsjedV5Z2H4PbYhhKv2ui_hvEsRAjB4lndbmwBsb9C55Wte7g-1Ql6e5yv8-dkuXpa5LNl4lgqYsJLSQuXSZ5qClpYAUXqLM1SKHipnJDM2kzrSlNFlKpECkqkQgnNS2eJVXyC7o5726753kEfzbbZdWE4aZgWkqtsMDJQ5Ei5run7DirTdsPf3d5QYg4CzSDQHASak8AhcnuMeAD4h1PNBCH8D24Zbag
CODEN ITWCAX
Cites_doi 10.1109/TCOMM.2013.120213.120850
10.1109/TSP.2005.863008
10.1109/ISIT45174.2021.9517864
10.1109/TWC.2022.3173207
10.1109/TWC.2016.2645201
10.1109/TVT.2019.2929358
10.1109/TCOMM.2014.2366750
10.1109/Allerton.2011.6120314
10.1109/JPROC.2013.2287851
10.1109/LCOMM.2008.071986
10.1109/WCNC.2013.6554991
10.1109/CAMAD.2013.6708106
10.1109/TVT.2007.912136
10.1109/ICC.2014.6884193
10.1109/JSAC.2019.2929453
10.1109/MICC.2009.5431388
10.1109/ISIT54713.2023.10206660
10.1109/TIT.2006.872984
10.1109/MCOM.2016.7509396
10.1109/LSP.2012.2221707
10.1109/TIT.2003.809594
10.1109/ACCESS.2017.2737528
10.1109/TWC.2015.2411651
10.1109/LCOMM.2011.120211.112026
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024
DBID 97E
RIA
RIE
AAYXX
CITATION
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
DOI 10.1109/TWC.2023.3296696
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Xplore
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
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
DatabaseTitleList
Technology Research Database
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
EISSN 1558-2248
EndPage 1
ExternalDocumentID 10_1109_TWC_2023_3296696
10192500
Genre orig-research
General Information
GrantInformation_xml – fundername: National Science Foundation
  funderid: 10.13039/100000001
GroupedDBID -~X
0R~
29I
4.4
5GY
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
AENEX
AGQYO
AGSQL
AHBIQ
AKJIK
AKQYR
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
HZ~
IES
IFIPE
IPLJI
JAVBF
LAI
M43
O9-
OCL
P2P
RIA
RIE
RNS
AAYXX
AETIX
AIBXA
CITATION
EJD
H~9
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c245t-3d61bc763491e95a5eb4ca174eb3d8c562aa799f918088f54e85458593dca0a83
IEDL.DBID RIE
ISSN 1536-1276
IngestDate Fri Jul 25 10:46:18 EDT 2025
Wed Oct 01 04:51:06 EDT 2025
Wed Aug 27 02:13:06 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 3
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
https://doi.org/10.15223/policy-029
https://doi.org/10.15223/policy-037
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c245t-3d61bc763491e95a5eb4ca174eb3d8c562aa799f918088f54e85458593dca0a83
Notes SourceType-Scholarly Journals-1
ObjectType-General Information-1
content type line 14
ORCID 0000-0001-5135-7825
0000-0002-3751-0165
PQID 2956387329
PQPubID 105736
PageCount 1
ParticipantIDs crossref_primary_10_1109_TWC_2023_3296696
ieee_primary_10192500
proquest_journals_2956387329
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2024-03-01
PublicationDateYYYYMMDD 2024-03-01
PublicationDate_xml – month: 03
  year: 2024
  text: 2024-03-01
  day: 01
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on wireless communications
PublicationTitleAbbrev TWC
PublicationYear 2024
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
ref24
ref12
ref23
ref15
ref14
ref20
ref11
ref22
ref10
ref21
ref2
ref1
ref17
ref16
ref19
ref18
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref9
  doi: 10.1109/TCOMM.2013.120213.120850
– ident: ref22
  doi: 10.1109/TSP.2005.863008
– ident: ref10
  doi: 10.1109/ISIT45174.2021.9517864
– ident: ref11
  doi: 10.1109/TWC.2022.3173207
– ident: ref18
  doi: 10.1109/TWC.2016.2645201
– ident: ref19
  doi: 10.1109/TVT.2019.2929358
– ident: ref13
  doi: 10.1109/TCOMM.2014.2366750
– ident: ref24
  doi: 10.1109/Allerton.2011.6120314
– ident: ref2
  doi: 10.1109/JPROC.2013.2287851
– ident: ref8
  doi: 10.1109/LCOMM.2008.071986
– ident: ref6
  doi: 10.1109/WCNC.2013.6554991
– ident: ref14
  doi: 10.1109/CAMAD.2013.6708106
– ident: ref1
  doi: 10.1109/TVT.2007.912136
– ident: ref17
  doi: 10.1109/ICC.2014.6884193
– ident: ref3
  doi: 10.1109/JSAC.2019.2929453
– ident: ref16
  doi: 10.1109/MICC.2009.5431388
– ident: ref20
  doi: 10.1109/ISIT54713.2023.10206660
– ident: ref21
  doi: 10.1109/TIT.2006.872984
– ident: ref4
  doi: 10.1109/MCOM.2016.7509396
– ident: ref15
  doi: 10.1109/LSP.2012.2221707
– ident: ref23
  doi: 10.1109/TIT.2003.809594
– ident: ref5
  doi: 10.1109/ACCESS.2017.2737528
– ident: ref7
  doi: 10.1109/TWC.2015.2411651
– ident: ref12
  doi: 10.1109/LCOMM.2011.120211.112026
SSID ssj0017655
Score 2.4398084
Snippet Index modulation is a MIMO technology where some transmit antennas are idle during each transmission interval, but the receiver requires knowledge of all link...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Index Database
Publisher
StartPage 1
SubjectTerms Antennas
channel estimation
channel training
Efficiency
Index modulation
Indexes
Modulation
Optimization
pilots
spatial modulation
Spectral efficiency
Symbols
Training
Transmitting antennas
Uplinking
Title Index Modulation with Channel Training: Spectral Efficiency and Optimal Antenna Alphabets
URI https://ieeexplore.ieee.org/document/10192500
https://www.proquest.com/docview/2956387329
Volume 23
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 1558-2248
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0017655
  issn: 1536-1276
  databaseCode: RIE
  dateStart: 20020101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwELagEww8iygU5IGFISFpbCdmq6pWBallKQKmyPFjAVJE04Vfz52TVhUIiS1DnFg-3_nOd999hFwJw43WcRGYWLiAMQc65wwP0kxlDrTPWIkA58lUjB_Z_TN_bsDqHgtjrfXFZzbER5_LN3O9xKsy0HDwR3gEEfp2mokarLVOGaTCU5yCBiOxTLrOSUbyZvY0CJEmPEx64N1jf_6NM8iTqvyyxP54Ge2T6WpidVXJa7isilB__ejZ-O-ZH5C9xtGk_XpnHJItWx6R3Y32g8fk5Q5bJdLJ3DQcXhRvZSkCDkr7RmcNe8QtRZJ6vBGhQ99wAtGaVJWGPoC9ecefYB18qWgfgbuFrRZt8jgazgbjoKFaCHSP8SpIjIgLDbaGydhKrrgtmFYQrUCsbTINTpJSqZROxhmYJceZzTDjxmVitIpUlpyQVjkv7Smh3DFtIqNdnChWMAcDIQrSLpHgSwnBO-R6tfj5R91RI_eRSCRzEFSOgsobQXVIG9dy4716GTukuxJX3ujcIu9BqJdkKQw9-2PYOdmBr7O6hKxLWtXn0l6AT1EVl34vfQOtw8hy
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwELZQGYCBZxHl6YGFISFp7CRmQ1Wr8mhZWlGmyPFjAVJE04Vfz52TVhUIiS1DLFs-3_nOd999hFzGmmulwtzTYWw9xizonNXcS1KZWtA-bQQCnAfDuD9m9xM-qcHqDgtjjHHFZ8bHT5fL11M1x6cy0HDwR3gAEfo6Z4zxCq61TBoksSM5BR1GaplkmZUMxPXoueMjUbgftcG_xw79K7eQo1X5ZYvdBdPbIcPF0qq6kld_Xua--vrRtfHfa98l27WrSW-rs7FH1kyxT7ZWGhAekJc7bJZIB1Nds3hRfJelCDkozBsd1fwRNxRp6vFNhHZdywnEa1JZaPoEFucdJ8FK-ELSW4Tu5qacNcm41x11-l5NtuCpNuOlF-k4zBVYGyZCI7jkJmdKQrwC0bZOFbhJUiZCWBGmYJgsZybFnBsXkVYykGl0SBrFtDBHhHLLlA60smEkWc4sDIQ4SNlIgDcVx7xFrhabn31UPTUyF4sEIgNBZSiorBZUizRxL1f-q7axRU4X4spqrZtlbQj2ojSBocd_DLsgG_3R4DF7vBs-nJBNmIlVBWWnpFF-zs0ZeBhlfu7O1Tdagcu_
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=Index+Modulation+With+Channel+Training%3A+Spectral+Efficiency+and+Optimal+Antenna+Alphabets&rft.jtitle=IEEE+transactions+on+wireless+communications&rft.au=Shamasundar%2C+Bharath&rft.au=Nosratinia%2C+Aria&rft.date=2024-03-01&rft.issn=1536-1276&rft.eissn=1558-2248&rft.volume=23&rft.issue=3&rft.spage=2241&rft.epage=2252&rft_id=info:doi/10.1109%2FTWC.2023.3296696&rft.externalDBID=n%2Fa&rft.externalDocID=10_1109_TWC_2023_3296696
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