{"id":"https://openalex.org/W4286853496","doi":"https://doi.org/10.5281/zenodo.5718379","title":"D4.2 Intelligent D-Band wireless systems and networks initial designs","display_name":"D4.2 Intelligent D-Band wireless systems and networks initial designs","publication_year":2021,"publication_date":"2021-11-19","ids":{"openalex":"https://openalex.org/W4286853496","doi":"https://doi.org/10.5281/zenodo.5718379"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:5718379","doi":"https://doi.org/10.5281/zenodo.5718379","is_oa":true,"landing_page_url":"https://zenodo.org/record/5718379","pdf_url":"https://zenodo.org/record/5718379","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/report"},"volume":null,"type":"report","is_traditional":false,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/5718379","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081612175","display_name":"Marco Di Renzo","orcid":"https://orcid.org/0000-0003-0772-8793","observed_orcids":["https://orcid.org/0000-0003-0772-8793"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Di Renzo, Marco","raw_affiliation_strings":["Centre National de la Recherche Scientifique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre National de la Recherche Scientifique","institution_ids":["https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034398010","display_name":"Xuewen Qian","orcid":"https://orcid.org/0000-0002-9956-4281","observed_orcids":["https://orcid.org/0000-0002-9956-4281"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Qian, Xuewen","raw_affiliation_strings":["Centre National de la Recherche Scientifique - CentraleSupelec"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre National de la Recherche Scientifique - CentraleSupelec","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210107720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073086435","display_name":"Halid Hrasnica","orcid":"https://orcid.org/0000-0003-1321-094X","observed_orcids":["https://orcid.org/0000-0003-1321-094X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hrasnica, Halid","raw_affiliation_strings":["Eurescom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eurescom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088442322","display_name":"Nikos Katzouris","orcid":"https://orcid.org/0000-0001-8804-470X","observed_orcids":["https://orcid.org/0000-0001-8804-470X"]},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Katzouris, Nikos","raw_affiliation_strings":["National Centre for Scientific Research \"Demokritos\""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Centre for Scientific Research \"Demokritos\"","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035155183","display_name":"Kyriakos Manganaris","orcid":"https://orcid.org/0000-0001-9178-8849","observed_orcids":["https://orcid.org/0000-0001-9178-8849"]},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Manganaris, Kyriakos","raw_affiliation_strings":["National Centre for Scientific Research \"Demokritos\""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Centre for Scientific Research \"Demokritos\"","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Selimis, Dimitris","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Selimis, Dimitris","raw_affiliation_strings":["National Centre for Scientific Research \"Demokritos\""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Centre for Scientific Research \"Demokritos\"","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051193373","display_name":"F. Lazarakis","orcid":"https://orcid.org/0000-0002-5745-4420","observed_orcids":["https://orcid.org/0000-0002-5745-4420"]},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lazarakis, Fotis","raw_affiliation_strings":["National Centre for Scientific Research \"Demokritos\""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Centre for Scientific Research \"Demokritos\"","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058596444","display_name":"Tachporn Sanguanpuak","orcid":"https://orcid.org/0000-0001-8371-7522","observed_orcids":["https://orcid.org/0000-0001-8371-7522"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sanguanpuak, Tachporn","raw_affiliation_strings":["NOKIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOKIA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045533971","display_name":"Heikki Halmetoja","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Halmetoja, Heikki","raw_affiliation_strings":["NOKIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOKIA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010837200","display_name":"M. F. E. IBRAHIM","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ibrahim, Moamen","raw_affiliation_strings":["NOKIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOKIA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091374012","display_name":"Edwin Yaqub","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaqub, Edwin","raw_affiliation_strings":["RapidMiner"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RapidMiner","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Desai, Rachana","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Desai, Rachana","raw_affiliation_strings":["RapidMiner"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RapidMiner","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023081056","display_name":"Ralf Klinkenberg","orcid":"https://orcid.org/0000-0002-5387-9464","observed_orcids":["https://orcid.org/0000-0002-5387-9464"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Klinkenberg, Ralf","raw_affiliation_strings":["RapidMiner"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RapidMiner","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090669079","display_name":"Joonas Kokkoniemi","orcid":"https://orcid.org/0000-0003-1077-3608","observed_orcids":["https://orcid.org/0000-0003-1077-3608"]},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kokkoniemi, Joonas","raw_affiliation_strings":["University of Oulu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083860419","display_name":"Alexandros\u2013Apostolos A. Boulogeorgos","orcid":"https://orcid.org/0000-0001-8345-0872","observed_orcids":["https://orcid.org/0000-0001-8345-0872"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Boulogeorgos, Alexandros-Apostolos A.","raw_affiliation_strings":["University of Piraeus Research Centre"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus Research Centre","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sotiris, Droulias","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sotiris, Droulias","raw_affiliation_strings":["University of Piraeus Research Centre"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus Research Centre","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002622550","display_name":"Angeliki Alexiou","orcid":"https://orcid.org/0000-0001-9036-0306","observed_orcids":["https://orcid.org/0000-0001-9036-0306"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexiou, Angeliki","raw_affiliation_strings":["University of Piraeus Research Centre"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus Research Centre","institution_ids":["https://openalex.org/I154757721"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.4368000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.4368000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.1315000057220459,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.11330000311136246,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning-for-network-management","display_name":"machine learning for network management","score":0.6949999928474426},{"id":"https://openalex.org/keywords/multi-agent-reinforcement-learning","display_name":"multi-agent reinforcement learning","score":0.890999972820282},{"id":"https://openalex.org/keywords/deep-reinforcement-learning","display_name":"deep reinforcement learning","score":1.0},{"id":"https://openalex.org/keywords/learning-automata","display_name":"learning automata","score":0.9950000047683716},{"id":"https://openalex.org/keywords/proactive-handover","display_name":"proactive handover","score":0.9459999799728394},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"resource allocation","score":0.9860000014305115},{"id":"https://openalex.org/keywords/deep-learning-for-channel-estimation","display_name":"deep learning for channel estimation","score":0.7889999747276306},{"id":"https://openalex.org/keywords/ariadne-project","display_name":"ARIADNE project","score":0.8999999761581421}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5356497168540955},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4917660057544708},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4674328863620758},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3797941207885742},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29275423288345337}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:zenodo.org:5718379","doi":"https://doi.org/10.5281/zenodo.5718379","is_oa":true,"landing_page_url":"https://zenodo.org/record/5718379","pdf_url":"https://zenodo.org/record/5718379","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/report"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:5718379","doi":"https://doi.org/10.5281/zenodo.5718379","is_oa":true,"landing_page_url":"https://zenodo.org/record/5718379","pdf_url":"https://zenodo.org/record/5718379","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/report"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.651199996471405,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3271398155","display_name":"Artificial Intelligence Aided D-band Network for 5G Long Term Evolution","funder_award_id":"871464","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4286853496.pdf","grobid_xml":"https://content.openalex.org/works/W4286853496.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1601069755","https://openalex.org/W1926244710","https://openalex.org/W1938636034","https://openalex.org/W1967812454","https://openalex.org/W2004294022","https://openalex.org/W2023535408","https://openalex.org/W2075965177","https://openalex.org/W2190375219","https://openalex.org/W2195693430","https://openalex.org/W2272804037","https://openalex.org/W2292926386","https://openalex.org/W2619204584","https://openalex.org/W2706056020","https://openalex.org/W2767079719","https://openalex.org/W2795172492","https://openalex.org/W2803125737","https://openalex.org/W2886374543","https://openalex.org/W2888114470","https://openalex.org/W2909191390","https://openalex.org/W2911927928","https://openalex.org/W2912931692","https://openalex.org/W2933621682","https://openalex.org/W2936900179","https://openalex.org/W2945858715","https://openalex.org/W2963020121","https://openalex.org/W2963199294","https://openalex.org/W2963290405","https://openalex.org/W2964121744","https://openalex.org/W2964121960","https://openalex.org/W2966038277","https://openalex.org/W2976468372","https://openalex.org/W2982286025","https://openalex.org/W2997912402","https://openalex.org/W3001370401","https://openalex.org/W3003689553","https://openalex.org/W3005086430","https://openalex.org/W3005526854","https://openalex.org/W3007970939","https://openalex.org/W3008026851","https://openalex.org/W3009036069","https://openalex.org/W3011593776","https://openalex.org/W3020027015","https://openalex.org/W3021867106","https://openalex.org/W3035528699","https://openalex.org/W3037818400","https://openalex.org/W3044251643","https://openalex.org/W3046127566","https://openalex.org/W3080292365","https://openalex.org/W3083905601","https://openalex.org/W3106584419","https://openalex.org/W3126373016","https://openalex.org/W3147852756","https://openalex.org/W3157552953","https://openalex.org/W3177464025","https://openalex.org/W4232473096","https://openalex.org/W4298289240"],"related_works":["https://openalex.org/W4381154263","https://openalex.org/W2998890193","https://openalex.org/W4283277230","https://openalex.org/W7117746535","https://openalex.org/W7136255366","https://openalex.org/W7154911376","https://openalex.org/W7077241561","https://openalex.org/W3086423700","https://openalex.org/W7171659617","https://openalex.org/W7154030002"],"abstract_inverted_index":{"This":[0],"deliverable":[1],"gives":[2],"the":[3,6,18,92,114],"results":[4,95],"of":[5,24,85],"ARIADNE":[7,115],"project's":[8],"Task":[9],"4.2:":[10],"Machine":[11],"Learning":[12],"based":[13,49,88,101],"network":[14,25],"intelligence.":[15],"It":[16],"presents":[17],"work":[19],"conducted":[20],"on":[21,50,96],"various":[22],"aspects":[23],"management":[26],"to":[27],"deliver":[28],"system":[29,43,63],"level,":[30,44],"qualitative":[31],"solutions":[32],"that":[33,109],"leverage":[34],"diverse":[35],"machine":[36,86],"learning":[37,57,87],"techniques.":[38],"The":[39],"different":[40],"chapters":[41],"present":[42],"simulation":[45],"and":[46,69,77,99,107],"algorithmic":[47],"models":[48],"multi-agent":[51],"reinforcement":[52,55],"learning,":[53,56],"deep":[54,73],"automata":[58],"for":[59,66,83],"complex":[60],"event":[61],"forecasting,":[62],"level":[64],"model":[65],"proactive":[67],"handovers":[68],"resource":[70],"allocation,":[71],"model-driven":[72],"learning-based":[74],"channel":[75],"estimation":[76],"feedbacks":[78],"as":[79,81],"well":[80],"strategies":[82],"deployment":[84],"solutions.":[89],"In":[90],"short,":[91],"D4.2":[93],"provides":[94],"promising":[97],"AI":[98],"ML":[100],"methods":[102],"along":[103],"with":[104],"their":[105],"limitations":[106],"potentials":[108],"have":[110],"been":[111],"investigated":[112],"in":[113],"project.\\n\\n":[116]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}