{"id":"https://openalex.org/W4416213163","doi":"https://doi.org/10.48550/arxiv.2602.13316","title":"Semantic Waveforms for AI-Native 6G Networks","display_name":"Semantic Waveforms for AI-Native 6G Networks","publication_year":2026,"publication_date":"2026-02-10","ids":{"openalex":"https://openalex.org/W4416213163","doi":"https://doi.org/10.48550/arxiv.2602.13316"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2602.13316","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2602.13316","pdf_url":"https://arxiv.org/pdf/2602.13316","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2602.13316","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106163642","display_name":"Nour Hello","orcid":null},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I3020098449","display_name":"CEA Grenoble","ror":"https://ror.org/02mg6n827","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I3020098449"]},{"id":"https://openalex.org/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hello, Nour","raw_affiliation_strings":["CEA-LETI - Commissariat \u00e0 l'\u00e9nergie atomique et aux \u00e9nergies alternatives - Laboratoire d'Electronique et de Technologie de l'Information (MINATEC 17, rue des Martyrs, 38054, Grenoble Cedex 9 - France)"],"affiliations":[{"raw_affiliation_string":"CEA-LETI - Commissariat \u00e0 l'\u00e9nergie atomique et aux \u00e9nergies alternatives - Laboratoire d'Electronique et de Technologie de l'Information (MINATEC 17, rue des Martyrs, 38054, Grenoble Cedex 9 - France)","institution_ids":["https://openalex.org/I3020098449","https://openalex.org/I4210150049","https://openalex.org/I2738703131","https://openalex.org/I106785703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120400708","display_name":"Mohamed Amine Hamoura","orcid":null},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I3020098449","display_name":"CEA Grenoble","ror":"https://ror.org/02mg6n827","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I3020098449"]},{"id":"https://openalex.org/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hamoura, Mohamed Amine","raw_affiliation_strings":["CEA-LETI - Commissariat \u00e0 l'\u00e9nergie atomique et aux \u00e9nergies alternatives - Laboratoire d'Electronique et de Technologie de l'Information (MINATEC 17, rue des Martyrs, 38054, Grenoble Cedex 9 - France)"],"affiliations":[{"raw_affiliation_string":"CEA-LETI - Commissariat \u00e0 l'\u00e9nergie atomique et aux \u00e9nergies alternatives - Laboratoire d'Electronique et de Technologie de l'Information (MINATEC 17, rue des Martyrs, 38054, Grenoble Cedex 9 - France)","institution_ids":["https://openalex.org/I3020098449","https://openalex.org/I4210150049","https://openalex.org/I2738703131","https://openalex.org/I106785703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090763602","display_name":"Fran\u00e7ois Rivet","orcid":"https://orcid.org/0000-0002-6003-4208"},"institutions":[{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rivet, Francois","raw_affiliation_strings":["IMS - Laboratoire de l'int\u00e9gration, du mat\u00e9riau au syst\u00e8me (33405 TALENCE CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"IMS - Laboratoire de l'int\u00e9gration, du mat\u00e9riau au syst\u00e8me (33405 TALENCE CEDEX - France)","institution_ids":["https://openalex.org/I4210157089","https://openalex.org/I4210160189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049131854","display_name":"Emilio Calvanese-Strinati","orcid":null},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I3020098449","display_name":"CEA Grenoble","ror":"https://ror.org/02mg6n827","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I3020098449"]},{"id":"https://openalex.org/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Strinati, Emilio Calvanese","raw_affiliation_strings":["CEA-LETI - Commissariat \u00e0 l'\u00e9nergie atomique et aux \u00e9nergies alternatives - Laboratoire d'Electronique et de Technologie de l'Information (MINATEC 17, rue des Martyrs, 38054, Grenoble Cedex 9 - France)"],"affiliations":[{"raw_affiliation_string":"CEA-LETI - Commissariat \u00e0 l'\u00e9nergie atomique et aux \u00e9nergies alternatives - Laboratoire d'Electronique et de Technologie de l'Information (MINATEC 17, rue des Martyrs, 38054, Grenoble Cedex 9 - France)","institution_ids":["https://openalex.org/I3020098449","https://openalex.org/I4210150049","https://openalex.org/I2738703131","https://openalex.org/I106785703"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5106163642"],"corresponding_institution_ids":["https://openalex.org/I106785703","https://openalex.org/I2738703131","https://openalex.org/I3020098449","https://openalex.org/I4210150049"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9485999941825867,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9485999941825867,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.02199999988079071,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11873","display_name":"PAPR reduction in OFDM","score":0.0071000000461936,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.7495999932289124},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.6079000234603882},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.6037999987602234},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.564300000667572},{"id":"https://openalex.org/keywords/spectral-efficiency","display_name":"Spectral efficiency","score":0.5216000080108643},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.46459999680519104},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4230000078678131},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.39989998936653137}],"concepts":[{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.7495999932289124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7318999767303467},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.6079000234603882},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.6037999987602234},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.564300000667572},{"id":"https://openalex.org/C137246740","wikidata":"https://www.wikidata.org/wiki/Q583970","display_name":"Spectral efficiency","level":3,"score":0.5216000080108643},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.46459999680519104},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.43779999017715454},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4230000078678131},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.39989998936653137},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.3944999873638153},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3783999979496002},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.34380000829696655},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3292999863624573},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3244999945163727},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.3075999915599823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.304500013589859},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.2996000051498413},{"id":"https://openalex.org/C89061704","wikidata":"https://www.wikidata.org/wiki/Q5555726","display_name":"Frequency-division multiplexing","level":4,"score":0.28940001130104065},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C41918916","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"PHY","level":4,"score":0.26649999618530273},{"id":"https://openalex.org/C2778180026","wikidata":"https://www.wikidata.org/wiki/Q18378163","display_name":"Semantic heterogeneity","level":4,"score":0.262800008058548},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.2596000134944916}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:arXiv.org:2602.13316","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2602.13316","pdf_url":"https://arxiv.org/pdf/2602.13316","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:doi:10.48550/arxiv.2602.13316","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:HAL:hal-05298579v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05298579","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2025 IEEE Globecom Workshops (GC Wkshps), Dec 2025, Taipei, Singapore","raw_type":"Conference papers"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/207712","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/207712","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Communication dans un congr\u00e8s"},{"id":"doi:10.48550/arxiv.2602.13316","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.13316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2602.13316","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2602.13316","pdf_url":"https://arxiv.org/pdf/2602.13316","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,47],"semantic-aware":[6],"waveform":[7,50,95,116,141],"design":[8,51],"framework":[9],"for":[10,30,122],"AI-native":[11],"6G":[12],"networks":[13],"that":[14,52,72,101],"jointly":[15],"optimizes":[16],"physical":[17,130],"layer":[18],"resource":[19,68],"usage":[20],"and":[21,25,110],"semantic":[22,77,85,111,115],"communication":[23,125],"efficiency":[24,87,109],"robustness,":[26],"while":[27,66],"explicitly":[28],"accounting":[29],"the":[31,57,94,134,140],"hardware":[32],"constraints":[33],"of":[34,56,137],"RF":[35],"chains.":[36],"Our":[37],"approach,":[38],"called":[39],"Orthogonal":[40],"Semantic":[41],"Sequency":[42],"Division":[43],"Multiplexing":[44],"(OSSDM),":[45],"introduces":[46],"parametrizable,":[48],"orthogonal-base":[49],"enables":[53],"controlled":[54],"degradation":[55],"wireless":[58],"transmitted":[59],"signal":[60,131],"to":[61],"preserve":[62],"semantically":[63],"significant":[64],"content":[65],"minimizing":[67],"consumption.":[69],"We":[70],"demonstrate":[71],"OSSDM":[73,102],"not":[74],"only":[75],"reinforces":[76],"robustness":[78],"against":[79],"channel":[80],"impairments":[81],"but":[82],"also":[83],"improves":[84],"spectral":[86,108],"by":[88,127],"encoding":[89,136],"meaningful":[90],"information":[91],"directly":[92],"at":[93,139],"level.":[96,142],"Extensive":[97],"numerical":[98],"evaluations":[99],"show":[100],"outperforms":[103],"conventional":[104],"OFDM":[105],"waveforms":[106],"in":[107],"fidelity.":[112],"The":[113],"proposed":[114],"co-design":[117],"opens":[118],"new":[119],"research":[120],"frontiers":[121],"AI-native,":[123],"intelligent":[124],"systems":[126],"enabling":[128],"meaning-aware":[129],"construction":[132],"through":[133],"direct":[135],"semantics":[138]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
