{"id":"https://openalex.org/W1838501921","doi":"https://doi.org/10.1007/978-0-387-74161-1_31","title":"ANN Prediction Models for Outdoor SIMO Millimeter Band System","display_name":"ANN Prediction Models for Outdoor SIMO Millimeter Band System","publication_year":2007,"publication_date":"2007-11-09","ids":{"openalex":"https://openalex.org/W1838501921","doi":"https://doi.org/10.1007/978-0-387-74161-1_31","mag":"1838501921"},"language":"en","primary_location":{"id":"doi:10.1007/978-0-387-74161-1_31","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-0-387-74161-1_31","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-74161-1_31.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP The International Federation for Information Processing","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-74161-1_31.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053675698","display_name":"Nektarios Moraitis","orcid":"https://orcid.org/0000-0001-9424-6762"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nektarios Moraitis","raw_affiliation_strings":["Mobile Radiocommunications Laboratory, National Technical University of Athens, Zografou, Athens, Greece","National Technical University Of Athens"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mobile Radiocommunications Laboratory, National Technical University of Athens, Zografou, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"National Technical University Of Athens","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060127478","display_name":"Demosthenes Vouyioukas","orcid":"https://orcid.org/0000-0002-6649-6577"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Demosthenes Vouyioukas","raw_affiliation_strings":["Dept. of Information and Communication Systems Engineering, University of the Aegean, Karlovassi, Samos, Greece","University of The Aegean"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Information and Communication Systems Engineering, University of the Aegean, Karlovassi, Samos, Greece","institution_ids":["https://openalex.org/I98805295"]},{"raw_affiliation_string":"University of The Aegean","institution_ids":["https://openalex.org/I98805295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03635058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"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/T13121","display_name":"Radio Wave Propagation Studies","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9944000244140625,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.647287130355835},{"id":"https://openalex.org/keywords/extremely-high-frequency","display_name":"Extremely high frequency","score":0.6005812287330627},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.584525465965271},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5048859715461731},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.4854305386543274},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.435148686170578},{"id":"https://openalex.org/keywords/millimeter","display_name":"Millimeter","score":0.4325762093067169},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.422710120677948},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.42240506410598755},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3931916058063507},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3853130042552948},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29553496837615967},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2571401000022888},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2388629913330078},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2118203341960907},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.18847563862800598},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1791270673274994},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17565292119979858}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.647287130355835},{"id":"https://openalex.org/C45764600","wikidata":"https://www.wikidata.org/wiki/Q570342","display_name":"Extremely high frequency","level":2,"score":0.6005812287330627},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.584525465965271},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5048859715461731},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.4854305386543274},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.435148686170578},{"id":"https://openalex.org/C109792285","wikidata":"https://www.wikidata.org/wiki/Q174789","display_name":"Millimeter","level":2,"score":0.4325762093067169},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.422710120677948},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.42240506410598755},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3931916058063507},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3853130042552948},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29553496837615967},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2571401000022888},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2388629913330078},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2118203341960907},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.18847563862800598},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1791270673274994},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17565292119979858},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-0-387-74161-1_31","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-0-387-74161-1_31","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-74161-1_31.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP The International Federation for Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.702.3468","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.702.3468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.icsd.aegean.gr/dvouyiou/dmdocuments/pubs/BOOK%20CHAPTERS/AIAI%202007/ANN%20Prediction%20Models%20for%20Outdoor%20SIMO%20Millimeter%20Band%20System.pdf","raw_type":"text"},{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/31834","is_oa":true,"landing_page_url":"http://doi.org/10.1007/978-0-387-74161-1_31","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1007/978-0-387-74161-1_31","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-0-387-74161-1_31","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-74161-1_31.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP The International Federation for Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1838501921.pdf","grobid_xml":"https://content.openalex.org/works/W1838501921.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1595984106","https://openalex.org/W2040876598","https://openalex.org/W2054405892","https://openalex.org/W2064959416","https://openalex.org/W2096302898","https://openalex.org/W2115147171","https://openalex.org/W2115674392","https://openalex.org/W2124776405","https://openalex.org/W2125082394","https://openalex.org/W2161380700","https://openalex.org/W2164521751"],"related_works":["https://openalex.org/W2317169686","https://openalex.org/W2555356437","https://openalex.org/W1185324648","https://openalex.org/W2417891382","https://openalex.org/W2539553997","https://openalex.org/W3159902002","https://openalex.org/W3208155863","https://openalex.org/W2363237216","https://openalex.org/W2033762247","https://openalex.org/W2530392398"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,57,64,73,76,84,87,92,100,108,126,137,144,151],"prediction":[4,90,148],"propagation":[5,101,160],"paths":[6,102],"of":[7,9,12,30,43,48,75,86,91,94,96,99,110,146,153],"angle":[8,78,93],"arrivals":[10,95],"(AoAs)":[11],"a":[13,31,35,49],"Smart":[14],"Antenna":[15],"System":[16],"in":[17,56,155],"an":[18,44,156],"outdoor":[19,157],"environment":[20,88],"utilizing":[21],"Artificial":[22],"Neural":[23,38],"Networks":[24],"(ANN).":[25],"The":[26,80,121],"proposed":[27,81],"models":[28,82,149],"consist":[29],"Multilayer":[32],"Perceptron":[33],"and":[34,103,131,139],"Generalized":[36],"Regression":[37],"Network":[39],"trained":[40],"with":[41,136],"measurements":[42,138],"antenna":[45],"system":[46,55,119],"consisted":[47],"Single":[50,52,114],"Input":[51,113],"Output":[53],"(SISO)":[54],"millimeter":[58,158],"wave":[59,159],"band.":[60],"For":[61],"comparison":[62],"purposes":[63],"theoretical":[65],"Gaussian":[66],"scatter":[67],"density":[68],"model":[69],"was":[70],"investigated":[71],"for":[72,89,107,143,150],"derivation":[74,109,145],"power":[77],"profile.":[79],"utilize":[83],"characteristics":[85],"each":[97],"one":[98],"can":[104],"be":[105],"applicable":[106],"SIMO":[111],"(Single":[112],"Output)":[115],"parameters,":[116],"such":[117],"as":[118],"capacity.":[120],"results":[122],"are":[123,141],"presented":[124],"towards":[125],"average":[127],"error,":[128],"standard":[129],"deviation":[130],"mean":[132],"square":[133],"error":[134],"compared":[135],"they":[140],"capable":[142],"accurate":[147],"case":[152],"AoA":[154],"environment.":[161]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}