{"id":"https://openalex.org/W4412747827","doi":"https://doi.org/10.1109/access.2025.3593900","title":"Automated Design Method Based on Boosting Algorithms for Improving the Radiation Performance of Microstrip Antenna Arrays","display_name":"Automated Design Method Based on Boosting Algorithms for Improving the Radiation Performance of Microstrip Antenna Arrays","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412747827","doi":"https://doi.org/10.1109/access.2025.3593900"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3593900","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3593900","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3593900","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114309366","display_name":"Sina Hasibi-Taheri","orcid":"https://orcid.org/0000-0003-4380-3236"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Sina Hasibi Taheri","raw_affiliation_strings":["School of Engineering, Macquarie University, Sydney, Australia","School of Engineering, Macquarie University, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]},{"raw_affiliation_string":"School of Engineering, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069159279","display_name":"Ali Lalbakhsh","orcid":"https://orcid.org/0000-0003-2033-0333"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ali Lalbakhsh","raw_affiliation_strings":["School of Engineering, Macquarie University, Sydney, Australia","School of Engineering, Macquarie University, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]},{"raw_affiliation_string":"School of Engineering, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037856670","display_name":"Amirhassan Zareanborji","orcid":null},"institutions":[{"id":"https://openalex.org/I27416819","display_name":"Central Institute of Technology","ror":"https://ror.org/03jexcz37","country_code":"AU","type":"education","lineage":["https://openalex.org/I27416819"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Amirhassan Zareanborji","raw_affiliation_strings":["Engineering Institute of Technology, Perth, Australia","The Engineering Institute of Technology, Perth, Australia"],"affiliations":[{"raw_affiliation_string":"Engineering Institute of Technology, Perth, Australia","institution_ids":[]},{"raw_affiliation_string":"The Engineering Institute of Technology, Perth, Australia","institution_ids":["https://openalex.org/I27416819"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040400589","display_name":"S\u0142awomir Kozie\u0142","orcid":"https://orcid.org/0000-0002-9063-2647"},"institutions":[{"id":"https://openalex.org/I123185442","display_name":"Reykjav\u00edk University","ror":"https://ror.org/05d2kyx68","country_code":"IS","type":"education","lineage":["https://openalex.org/I123185442"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Slawomir Koziel","raw_affiliation_strings":["Department of Engineering, Engineering Optimization and Modeling Center, Reykjavik University, Reykjav&#x00ED;k, Iceland","Department of Engineering, Engineering Optimization and Modeling Center, Reykjavik University, Reykjavik, Iceland"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Engineering Optimization and Modeling Center, Reykjavik University, Reykjav&#x00ED;k, Iceland","institution_ids":["https://openalex.org/I123185442"]},{"raw_affiliation_string":"Department of Engineering, Engineering Optimization and Modeling Center, Reykjavik University, Reykjavik, Iceland","institution_ids":["https://openalex.org/I123185442"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5114309366"],"corresponding_institution_ids":["https://openalex.org/I99043593"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08993048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"136458","last_page":"136472"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9837999939918518,"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"}},"topics":[{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.9837999939918518,"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/T10069","display_name":"Antenna Design and Analysis","score":0.9434000253677368,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7653844356536865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.698399543762207},{"id":"https://openalex.org/keywords/microstrip-antenna","display_name":"Microstrip antenna","score":0.6585344076156616},{"id":"https://openalex.org/keywords/microstrip","display_name":"Microstrip","score":0.5299500226974487},{"id":"https://openalex.org/keywords/radiation-pattern","display_name":"Radiation pattern","score":0.4605274796485901},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39189040660858154},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.3575776219367981},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32523441314697266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2816847562789917},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2295006513595581},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1228477954864502}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7653844356536865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.698399543762207},{"id":"https://openalex.org/C170349913","wikidata":"https://www.wikidata.org/wiki/Q13402882","display_name":"Microstrip antenna","level":3,"score":0.6585344076156616},{"id":"https://openalex.org/C123657345","wikidata":"https://www.wikidata.org/wiki/Q639055","display_name":"Microstrip","level":2,"score":0.5299500226974487},{"id":"https://openalex.org/C151764478","wikidata":"https://www.wikidata.org/wiki/Q571921","display_name":"Radiation pattern","level":3,"score":0.4605274796485901},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39189040660858154},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.3575776219367981},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32523441314697266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2816847562789917},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2295006513595581},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1228477954864502}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3593900","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3593900","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e9a112e2be0048c98a58c4bd22746ba7","is_oa":true,"landing_page_url":"https://doaj.org/article/e9a112e2be0048c98a58c4bd22746ba7","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 136458-136472 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3593900","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3593900","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1533551974","https://openalex.org/W1587454308","https://openalex.org/W1999508007","https://openalex.org/W2076139225","https://openalex.org/W2100707489","https://openalex.org/W2129018774","https://openalex.org/W2133176659","https://openalex.org/W2142375107","https://openalex.org/W2148801469","https://openalex.org/W2295598076","https://openalex.org/W2765541920","https://openalex.org/W2805712682","https://openalex.org/W2806668256","https://openalex.org/W2946933729","https://openalex.org/W2984572565","https://openalex.org/W2997591727","https://openalex.org/W3015706362","https://openalex.org/W3042457432","https://openalex.org/W3083459711","https://openalex.org/W3109369898","https://openalex.org/W3115430037","https://openalex.org/W3137406201","https://openalex.org/W3138819813","https://openalex.org/W3163174289","https://openalex.org/W3167738173","https://openalex.org/W3186848551","https://openalex.org/W3198235402","https://openalex.org/W4213444566","https://openalex.org/W4255831798","https://openalex.org/W4285676788","https://openalex.org/W4288072169","https://openalex.org/W4312601305","https://openalex.org/W4321484151","https://openalex.org/W4365131200","https://openalex.org/W4380727958","https://openalex.org/W4384789563","https://openalex.org/W4386431961","https://openalex.org/W4389934519","https://openalex.org/W4390480636","https://openalex.org/W4392309286","https://openalex.org/W4392309428","https://openalex.org/W4396214356","https://openalex.org/W4396768591","https://openalex.org/W4397026479","https://openalex.org/W4402639008","https://openalex.org/W6745609711"],"related_works":["https://openalex.org/W2033921874","https://openalex.org/W4390582938","https://openalex.org/W2060502882","https://openalex.org/W2128998788","https://openalex.org/W2964275097","https://openalex.org/W3199024512","https://openalex.org/W653026100","https://openalex.org/W2088443723","https://openalex.org/W2989818342","https://openalex.org/W3217530118"],"abstract_inverted_index":{"This":[0,90,202],"paper":[1],"presents":[2],"an":[3,36,206],"automated":[4,203],"design":[5,56,144],"methodology":[6],"to":[7,87,148,178,195],"improve":[8],"the":[9,23,66,88,92,99,127,133,150,155,174,182,187],"radiation":[10],"performance":[11],"of":[12,44,60,70,94,189],"microstrip":[13,50,61,156,212],"antenna":[14,51,72,141],"arrays":[15,213],"using":[16],"boosting-based":[17],"machine":[18],"learning":[19],"(ML)":[20],"algorithms":[21],"in":[22,153],"X-band":[24],"frequency":[25,175],"range.":[26,159,176],"The":[27,68,160],"proposed":[28],"approach":[29],"replaces":[30],"computationally":[31],"expensive":[32],"full-wave":[33,180],"simulations":[34],"with":[35,76],"ML-driven":[37],"framework":[38,208],"trained":[39,95],"on":[40],"a":[41],"large":[42],"dataset":[43],"wide-angle":[45,211],"impedance":[46],"matching":[47],"(WAIM)":[48],"and":[49,84,106,121,140,166,214],"structures.":[52],"To":[53],"address":[54],"various":[55],"requirements,":[57],"two":[58],"types":[59],"antennas":[62,107],"are":[63,146],"incorporated":[64],"into":[65],"framework.":[67],"behavior":[69],"both":[71,138],"configurations":[73],"is":[74],"predicted":[75],"only":[77],"one":[78],"network":[79],"achieved":[80,132],"by":[81],"adding":[82],"preprocessing":[83],"postprocessing":[85],"modules":[86],"method.":[89],"reduces":[91,186],"number":[93],"networks":[96,103],"while":[97,197],"maintaining":[98],"prediction":[100,135],"accuracy.":[101],"Training":[102],"for":[104,137,209],"WAIM":[105,139],"involve":[108],"four":[109],"different":[110],"boosting":[111,129],"algorithms:":[112],"AdaBoost,":[113],"Gradient":[114,118,123],"Boosting":[115,119,124],"(GB),":[116],"Extreme":[117],"(XGB),":[120],"Light":[122],"(LightGB).":[125],"Among":[126],"evaluated":[128],"algorithms,":[130],"LightGB":[131],"highest":[134],"accuracy":[136],"models.":[142],"Two":[143],"examples":[145],"investigated":[147],"demonstrate":[149],"framework\u2019s":[151],"capability":[152],"extending":[154],"array":[157],"scanning":[158,171],"results":[161],"confirm":[162],"no":[163],"grating":[164],"lobes":[165],"improved":[167],"gain":[168],"at":[169],"extreme":[170],"angles":[172],"across":[173],"Compared":[177],"traditional":[179],"solvers,":[181],"ML-based":[183],"method":[184,204],"significantly":[185],"order":[188],"computation":[190],"time":[191],"from":[192],"several":[193],"hours":[194],"seconds":[196],"minimizing":[198],"hardware":[199],"resource":[200],"requirements.":[201],"offers":[205],"efficient":[207],"designing":[210],"expanding":[215],"their":[216],"applications":[217],"without":[218],"requiring":[219],"designer":[220],"expertise.":[221]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
