<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-01203097</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-22T16:49:20+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Low-complexity detector for very large and massive MIMO transmission</title>
            <author role="aut">
              <persName>
                <forename type="first">Yasser</forename>
                <surname>Fadlallah</surname>
              </persName>
              <email type="md5">6223d9baf2cde17062148a35802b43c3</email>
              <email type="domain">gmail.com</email>
              <idno type="idhal" notation="string">yasser-fadlallah</idno>
              <idno type="idhal" notation="numeric">5738</idno>
              <idno type="halauthorid" notation="string">27400-5738</idno>
              <idno type="IDREF">https://www.idref.fr/191134716</idno>
              <affiliation ref="#struct-178328"/>
              <affiliation ref="#struct-203831"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Abdeldjalil</forename>
                <surname>Aissa El Bey</surname>
              </persName>
              <email type="md5">9cfd5500160f20196c011609dd342e65</email>
              <email type="domain">imt-atlantique.fr</email>
              <idno type="idhal" notation="string">abdeldjalil-aissa-el-bey</idno>
              <idno type="idhal" notation="numeric">18420</idno>
              <idno type="halauthorid" notation="string">41764-18420</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-6267-3118</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.com/citations?user=jjT2G7MAAAAJ&amp;hl=fr</idno>
              <idno type="IDREF">https://www.idref.fr/121176053</idno>
              <orgName ref="#struct-481355"/>
              <affiliation ref="#struct-397147"/>
              <affiliation ref="#struct-98040"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Karine</forename>
                <surname>Amis Cavalec</surname>
              </persName>
              <email type="md5">286c1a4c864a85e88d5d64b34a647305</email>
              <email type="domain">imt-atlantique.fr</email>
              <idno type="idhal" notation="string">karine-amis</idno>
              <idno type="idhal" notation="numeric">19018</idno>
              <idno type="halauthorid" notation="string">922609-19018</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-3130-7772</idno>
              <idno type="IDREF">https://www.idref.fr/059807598</idno>
              <affiliation ref="#struct-397147"/>
              <affiliation ref="#struct-98040"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Dominique</forename>
                <surname>Pastor</surname>
              </persName>
              <email type="md5">6172b690f3d43fce2917cdc43a9c6508</email>
              <email type="domain">imt-atlantique.fr</email>
              <idno type="idhal" notation="string">dominique-pastor</idno>
              <idno type="idhal" notation="numeric">21773</idno>
              <idno type="halauthorid" notation="string">26521-21773</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-5717-5918</idno>
              <idno type="IDREF">https://www.idref.fr/137134665</idno>
              <orgName ref="#struct-481355"/>
              <affiliation ref="#struct-394985"/>
              <affiliation ref="#struct-98040"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Ex-Bibliothèque</forename>
                <surname>Télécom Bretagne (devenu IMT Atlantique)</surname>
              </persName>
              <email type="md5">1db35bce4a31c4f6d23fbf67e680f0f9</email>
              <email type="domain">imt-atlantique.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2015-09-22 11:58:50</date>
              <date type="whenModified">2026-01-23 09:12:06</date>
              <date type="whenReleased">2015-09-24 15:03:26</date>
              <date type="whenProduced">2015-06-28</date>
              <date type="whenEndEmbargoed">2015-09-22</date>
              <ref type="file" target="https://hal.science/hal-01203097v1/document">
                <date notBefore="2015-09-22"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-01203097v1/file/edas.paper-1570110597.pdf" id="file-1203097-1283904">
                <date notBefore="2015-09-22"/>
              </ref>
              <ref type="externalLink" target="https://hal.archives-ouvertes.fr/hal-01203097/file/edas.paper-1570110597.pdf"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="142672">
                <persName>
                  <forename>Ex-Bibliothèque</forename>
                  <surname>Télécom Bretagne (devenu IMT Atlantique)</surname>
                </persName>
                <email type="md5">1db35bce4a31c4f6d23fbf67e680f0f9</email>
                <email type="domain">imt-atlantique.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01203097</idno>
            <idno type="halUri">https://hal.science/hal-01203097</idno>
            <idno type="halBibtex">fadlallah:hal-01203097</idno>
            <idno type="halRefHtml">&lt;i&gt;SPAWC 2015 : 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications&lt;/i&gt;, Jun 2015, Stockholm, Sweden. pp.251 - 255, &lt;a target="_blank" href="https://dx.doi.org/10.1109/SPAWC.2015.7227038"&gt;&amp;#x27E8;10.1109/SPAWC.2015.7227038&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">SPAWC 2015 : 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Jun 2015, Stockholm, Sweden. pp.251 - 255, &amp;#x27E8;10.1109/SPAWC.2015.7227038&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-1203097-1283904"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-BREST">Université de Bretagne occidentale - Brest (UBO)</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="UNIV-UBS">Université de Bretagne Sud</idno>
            <idno type="stamp" n="INSA-LYON">Institut National des Sciences Appliquées de Lyon</idno>
            <idno type="stamp" n="INRIA-RHA">INRIA Grenoble - Rhône-Alpes</idno>
            <idno type="stamp" n="TELECOM-BRETAGNE">Télécom Bretagne</idno>
            <idno type="stamp" n="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="TESTALAIN1">TESTALAIN1</idno>
            <idno type="stamp" n="ENIB">Ecole Nationale d'Ingénieurs de Brest</idno>
            <idno type="stamp" n="LAB-STICC_ENIB" corresp="ENIB">Laboratoire des Sciences et Techniques de l'Information, de la Communication et de la Connaissance, site ENIB Brest</idno>
            <idno type="stamp" n="LAB-STICC">Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance</idno>
            <idno type="stamp" n="INRIA2">INRIA 2</idno>
            <idno type="stamp" n="LAB-STICC_TB" corresp="TELECOM-BRETAGNE">Publications Télécom Bretagne du Lab-STICC</idno>
            <idno type="stamp" n="LAB-STICC_IMTA_CACS_COM">Equipe COM</idno>
            <idno type="stamp" n="LAB-STICC_IMTA_CID_TOMS">Equipe TOMS</idno>
            <idno type="stamp" n="IMTA_SC">IMT Atlantique - Département signal &amp; communication</idno>
            <idno type="stamp" n="LAB-STICC_IMTA">Lab-STICC - IMT Atlantique</idno>
            <idno type="stamp" n="INRIA-RENGRE">INRIA-RENGRE</idno>
            <idno type="stamp" n="IMT-ATLANTIQUE" corresp="INSTITUT-MINES-TELECOM">IMT-ATLANTIQUE</idno>
            <idno type="stamp" n="CITI" corresp="INSA-LYON">Centre of Innovation in Telecommunications and Integration of services</idno>
            <idno type="stamp" n="INSA-GROUPE">Groupe INSA</idno>
            <idno type="stamp" n="PRACOM">Chaire Pracom</idno>
            <idno type="stamp" n="UDL">UDL</idno>
            <idno type="stamp" n="INSTITUTS-TELECOM">composantes instituts telecom </idno>
            <idno type="stamp" n="IMTA_MEE">IMT Atlantique - Département mathematical and electrical engineering</idno>
            <idno type="stamp" n="INSTITUT-MINES-TELECOM">Institut Mines Telecom</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
            <note type="proceedings" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Low-complexity detector for very large and massive MIMO transmission</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Yasser</forename>
                    <surname>Fadlallah</surname>
                  </persName>
                  <email type="md5">6223d9baf2cde17062148a35802b43c3</email>
                  <email type="domain">gmail.com</email>
                  <idno type="idhal" notation="string">yasser-fadlallah</idno>
                  <idno type="idhal" notation="numeric">5738</idno>
                  <idno type="halauthorid" notation="string">27400-5738</idno>
                  <idno type="IDREF">https://www.idref.fr/191134716</idno>
                  <affiliation ref="#struct-178328"/>
                  <affiliation ref="#struct-203831"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Abdeldjalil</forename>
                    <surname>Aissa El Bey</surname>
                  </persName>
                  <email type="md5">9cfd5500160f20196c011609dd342e65</email>
                  <email type="domain">imt-atlantique.fr</email>
                  <idno type="idhal" notation="string">abdeldjalil-aissa-el-bey</idno>
                  <idno type="idhal" notation="numeric">18420</idno>
                  <idno type="halauthorid" notation="string">41764-18420</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-6267-3118</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.com/citations?user=jjT2G7MAAAAJ&amp;hl=fr</idno>
                  <idno type="IDREF">https://www.idref.fr/121176053</idno>
                  <orgName ref="#struct-481355"/>
                  <affiliation ref="#struct-397147"/>
                  <affiliation ref="#struct-98040"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Karine</forename>
                    <surname>Amis Cavalec</surname>
                  </persName>
                  <email type="md5">286c1a4c864a85e88d5d64b34a647305</email>
                  <email type="domain">imt-atlantique.fr</email>
                  <idno type="idhal" notation="string">karine-amis</idno>
                  <idno type="idhal" notation="numeric">19018</idno>
                  <idno type="halauthorid" notation="string">922609-19018</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-3130-7772</idno>
                  <idno type="IDREF">https://www.idref.fr/059807598</idno>
                  <affiliation ref="#struct-397147"/>
                  <affiliation ref="#struct-98040"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Dominique</forename>
                    <surname>Pastor</surname>
                  </persName>
                  <email type="md5">6172b690f3d43fce2917cdc43a9c6508</email>
                  <email type="domain">imt-atlantique.fr</email>
                  <idno type="idhal" notation="string">dominique-pastor</idno>
                  <idno type="idhal" notation="numeric">21773</idno>
                  <idno type="halauthorid" notation="string">26521-21773</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-5717-5918</idno>
                  <idno type="IDREF">https://www.idref.fr/137134665</idno>
                  <orgName ref="#struct-481355"/>
                  <affiliation ref="#struct-394985"/>
                  <affiliation ref="#struct-98040"/>
                </author>
              </analytic>
              <monogr>
                <idno type="localRef">15272</idno>
                <meeting>
                  <title>SPAWC 2015 : 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications</title>
                  <date type="start">2015-06-28</date>
                  <date type="end">2015-07-01</date>
                  <settlement>Stockholm</settlement>
                  <country key="SE">Sweden</country>
                </meeting>
                <imprint>
                  <biblScope unit="pp">251 - 255</biblScope>
                  <date type="datePub">2015-06-30</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1109/SPAWC.2015.7227038</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Sparse transform</term>
                <term xml:lang="en">Massive MIMO</term>
                <term xml:lang="en">MIMO systems</term>
              </keywords>
              <classCode scheme="halDomain" n="spi.signal">Engineering Sciences [physics]/Signal and Image processing</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>Maximum-Likelihood (ML) joint detection has been proposed as an optimal strategy that detects simultaneously the transmitted signals. In very large multiple-input-multiple output (MIMO) systems, the ML detector becomes intractable due the computational cost that increases exponentially with the antenna dimensions. In this paper, we propose a relaxed ML detector based on an iterative decoding strategy that reduces the computational cost. We exploit the fact that the transmit constellation is discrete, and remodel the channel as a MIMO channel with sparse input belonging to the binary set {0, 1}. The sparsity property allows us to relax the ML problem as a quadratic minimization under linear and l1-norm constraint. We then prove the equivalence of the relaxed problem to a convex optimization problem solvable in polynomial time. Simulation results illustrate the efficiency of the low-complexity proposed detector compared to other existing ones in very large and massive MIMO context.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-178328" status="OLD">
          <idno type="RNSR">201221017X</idno>
          <orgName>Software and Cognitive radio for telecommunications</orgName>
          <orgName type="acronym">SOCRATE</orgName>
          <date type="start">2022-02-28</date>
          <date type="end">2023-02-28</date>
          <desc>
            <address>
              <addrLine>CITI Laboratory Domaine Scientifique de la Doua, INSA Lyon Batiment Leonard de Vinci 21, avenue Jean Capelle 69621 Villeurbanne Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/equipes/socrate</ref>
          </desc>
          <listRelation>
            <relation active="#struct-2497" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
            <relation active="#struct-203831" type="direct"/>
            <relation active="#struct-219748" type="indirect"/>
            <relation active="#struct-301088" type="indirect"/>
            <relation active="#struct-301232" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-203831" status="VALID">
          <orgName>CITI Centre of Innovation in Telecommunications and Integration of services</orgName>
          <orgName type="acronym">CITI</orgName>
          <desc>
            <address>
              <addrLine>CITI Laboratory, INSA Lyon Domaine Scientifique de la Doua Batiment Claude Chappe 6 avenue des Arts 69621 Villeurbanne Cedex Phone +33 4 7243 6415 Fax +33 4 7243 6227 E-Mail citi@insa-lyon.fr</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.citi.insa-lyon.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-219748" type="direct"/>
            <relation active="#struct-301088" type="indirect"/>
            <relation active="#struct-301232" type="indirect"/>
            <relation active="#struct-300009" type="direct"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-397147" status="OLD">
          <orgName>Lab-STICC_TB_CACS_COM</orgName>
          <date type="end">2016-12-31</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-199324" type="direct"/>
            <relation active="#struct-108091" type="indirect"/>
            <relation active="#struct-131284" type="indirect"/>
            <relation active="#struct-300314" type="indirect"/>
            <relation active="#struct-1705235" type="indirect"/>
            <relation active="#struct-172265" type="indirect"/>
            <relation active="#struct-301262" type="indirect"/>
            <relation active="#struct-301521" type="indirect"/>
            <relation active="#struct-301846" type="indirect"/>
            <relation active="#struct-302102" type="indirect"/>
            <relation name="UMR6285" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="department" xml:id="struct-98040" status="OLD">
          <orgName>Département Signal et Communications</orgName>
          <orgName type="acronym">SC</orgName>
          <desc>
            <address>
              <addrLine>Technopôle Brest-Iroise CS 83818 29238 BREST CEDEX 3</addrLine>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-108091" type="direct"/>
            <relation active="#struct-301262" type="direct"/>
            <relation active="#struct-302102" type="direct"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-394985" status="OLD">
          <orgName>Lab-STICC_TB_CID_TOMS</orgName>
          <date type="end">2016-12-31</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-199324" type="direct"/>
            <relation active="#struct-108091" type="indirect"/>
            <relation active="#struct-131284" type="indirect"/>
            <relation active="#struct-300314" type="indirect"/>
            <relation active="#struct-1705235" type="indirect"/>
            <relation active="#struct-172265" type="indirect"/>
            <relation active="#struct-301262" type="indirect"/>
            <relation active="#struct-301521" type="indirect"/>
            <relation active="#struct-301846" type="indirect"/>
            <relation active="#struct-302102" type="indirect"/>
            <relation name="UMR6285" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-2497" status="VALID">
          <idno type="RNSR">199218244V</idno>
          <idno type="ROR">https://ror.org/00n8d6z93</idno>
          <orgName>Centre Inria de l'Université Grenoble Alpes</orgName>
          <desc>
            <address>
              <addrLine>Inovallée655 avenue de l'Europe38330 Montbonnot</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/centre/grenoble</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300009" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-300009" status="VALID">
          <idno type="ROR">https://ror.org/02kvxyf05</idno>
          <orgName>Institut National de Recherche en Informatique et en Automatique</orgName>
          <orgName type="acronym">Inria</orgName>
          <desc>
            <address>
              <addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/en/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-219748" status="VALID">
          <idno type="IdRef">052444724</idno>
          <idno type="ISNI">0000 0001 2292 0228</idno>
          <orgName>Institut National des Sciences Appliquées de Lyon</orgName>
          <orgName type="acronym">INSA Lyon</orgName>
          <date type="start">1957-03-18</date>
          <desc>
            <address>
              <addrLine>20 Avenue Albert Einstein, 69621 Villeurbanne cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.insa-lyon.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301088" type="direct"/>
            <relation active="#struct-301232" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-301088" status="VALID">
          <idno type="ROR">https://ror.org/01rk35k63</idno>
          <orgName>Université de Lyon</orgName>
          <desc>
            <address>
              <addrLine>92 rue Pasteur - CS 30122, 69361 Lyon Cedex 07</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.universite-lyon.fr/</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-301232" status="VALID">
          <idno type="IdRef">162105150</idno>
          <orgName>Institut National des Sciences Appliquées</orgName>
          <orgName type="acronym">INSA</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-199324" status="OLD">
          <orgName>Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance</orgName>
          <orgName type="acronym">Lab-STICC</orgName>
          <desc>
            <address>
              <addrLine>Technopole Brest Iroise BP 832 29285 BREST CEDEX</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.lab-sticc.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-108091" type="direct"/>
            <relation active="#struct-131284" type="direct"/>
            <relation active="#struct-300314" type="direct"/>
            <relation active="#struct-1705235" type="indirect"/>
            <relation active="#struct-172265" type="direct"/>
            <relation active="#struct-301262" type="direct"/>
            <relation active="#struct-301521" type="direct"/>
            <relation active="#struct-301846" type="direct"/>
            <relation active="#struct-302102" type="direct"/>
            <relation name="UMR6285" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-108091" status="OLD">
          <idno type="ROR">https://ror.org/033c46s90</idno>
          <orgName>Université européenne de Bretagne - European University of Brittany</orgName>
          <orgName type="acronym">UEB</orgName>
          <desc>
            <address>
              <addrLine>5 boulevard Laënnec - 35000 Rennes</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ueb.eu/</ref>
          </desc>
        </org>
        <org type="regrouplaboratory" xml:id="struct-131284" status="VALID">
          <idno type="ROR">https://ror.org/02ypw0a72</idno>
          <orgName>École Nationale d'Ingénieurs de Brest</orgName>
          <orgName type="acronym">ENIB</orgName>
          <desc>
            <address>
              <addrLine>945 avenue du Technopole - 29280 Plouzané</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.enib.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300314" type="direct"/>
            <relation active="#struct-1705235" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-300314" status="VALID">
          <idno type="IdRef">291809022</idno>
          <idno type="ISNI">0000000121880893</idno>
          <idno type="ROR">https://ror.org/0372th171</idno>
          <orgName>Université de Brest</orgName>
          <orgName type="acronym">UBO EPE</orgName>
          <desc>
            <address>
              <addrLine>Université de Bretagne Occidentale - 3 Rue des Archives 29238, Brest</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-brest.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-1705235" status="VALID">
          <idno type="IdRef">291816037</idno>
          <orgName>Institut National Polytechnique de Bretagne</orgName>
          <orgName type="acronym">Bretagne INP</orgName>
          <date type="start">2025-03-01</date>
          <desc>
            <address>
              <addrLine>945 avenue du Technopôle Brest-Iroise, 29289 Plouzané</addrLine>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="institution" xml:id="struct-172265" status="VALID">
          <idno type="IdRef">05017746X</idno>
          <idno type="ISNI">0000000121680285</idno>
          <idno type="ROR">https://ror.org/04ed7fw48</idno>
          <orgName>Université de Bretagne Sud</orgName>
          <orgName type="acronym">UBS</orgName>
          <date type="start">1995-02-07</date>
          <desc>
            <address>
              <addrLine>BP 92116 - 56321 Lorient cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-ubs.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-301262" status="OLD">
          <orgName>Télécom Bretagne</orgName>
          <date type="start">1977</date>
          <desc>
            <address>
              <addrLine>Technopôle Brest-IroiseCS 8381829238 BREST Cedex 3</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.telecom-bretagne.eu/</ref>
          </desc>
        </org>
        <org type="regrouplaboratory" xml:id="struct-301521" status="VALID">
          <orgName>Institut Brestois du Numérique et des Mathématiques</orgName>
          <orgName type="acronym">IBNM</orgName>
          <desc>
            <address>
              <addrLine>Université de Brest - UBO3 Rue des Archives, 29238 Brest</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-brest.fr/menu/recherche-innovation/Laboratoires/Axe+Num%C3%A9rique-Math%C3%A9matiques/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300314" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-301846" status="OLD">
          <idno type="IdRef">177263660</idno>
          <idno type="ROR">https://ror.org/059n54003</idno>
          <orgName>École Nationale Supérieure de Techniques Avancées Bretagne</orgName>
          <orgName type="acronym">ENSTA Bretagne</orgName>
          <date type="end">2024-12-31</date>
          <desc>
            <address>
              <addrLine>2 rue François Verny, 29806 Brest cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.ensta-bretagne.fr</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-302102" status="VALID">
          <idno type="IdRef">192427156</idno>
          <idno type="ISNI">000000012202567X</idno>
          <idno type="ROR">https://ror.org/025vp2923</idno>
          <idno type="Wikidata">Q27962533</idno>
          <orgName>Institut Mines-Télécom [Paris]</orgName>
          <orgName type="acronym">IMT</orgName>
          <date type="start">2012-03-01</date>
          <desc>
            <address>
              <addrLine>19 Place Marguerite Perey, 91120 Palaiseau</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.imt.fr/</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>