{"id":"https://openalex.org/W4409660235","doi":"https://doi.org/10.1109/rfid-ta64374.2024.10965180","title":"Improved Package Orientation Estimation Through RFID Signal Analysis with LightGBM","display_name":"Improved Package Orientation Estimation Through RFID Signal Analysis with LightGBM","publication_year":2024,"publication_date":"2024-12-18","ids":{"openalex":"https://openalex.org/W4409660235","doi":"https://doi.org/10.1109/rfid-ta64374.2024.10965180"},"language":"en","primary_location":{"id":"doi:10.1109/rfid-ta64374.2024.10965180","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rfid-ta64374.2024.10965180","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on RFID Technology and Applications (RFID-TA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040441802","display_name":"Joaquin Dillen","orcid":"https://orcid.org/0000-0003-4178-8693"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Joaquin Dillen","raw_affiliation_strings":["2Ai - School of Technology, IPCA,Barcelos,Portugal"],"affiliations":[{"raw_affiliation_string":"2Ai - School of Technology, IPCA,Barcelos,Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110084328","display_name":"N. Sim\u00f5es","orcid":"https://orcid.org/0009-0006-6539-7688"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"N. Sim\u00f5es","raw_affiliation_strings":["2Ai - School of Technology, IPCA,Barcelos,Portugal"],"affiliations":[{"raw_affiliation_string":"2Ai - School of Technology, IPCA,Barcelos,Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101674332","display_name":"Jo\u00e3o M. Faria","orcid":"https://orcid.org/0000-0002-4873-5458"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o M. Faria","raw_affiliation_strings":["2Ai - School of Technology, IPCA,Barcelos,Portugal"],"affiliations":[{"raw_affiliation_string":"2Ai - School of Technology, IPCA,Barcelos,Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116257509","display_name":"Luis Vilas Boas","orcid":"https://orcid.org/0009-0000-0744-9853"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis Vilas Boas","raw_affiliation_strings":["2Ai - School of Technology, IPCA,Barcelos,Portugal"],"affiliations":[{"raw_affiliation_string":"2Ai - School of Technology, IPCA,Barcelos,Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088062984","display_name":"In\u00eas Caetano","orcid":"https://orcid.org/0000-0002-8608-1774"},"institutions":[{"id":"https://openalex.org/I188522409","display_name":"Critical Software (Portugal)","ror":"https://ror.org/03er2hr05","country_code":"PT","type":"company","lineage":["https://openalex.org/I188522409"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"In\u00eas Caetano","raw_affiliation_strings":["Sistrade - Software Consulting, SA,Porto,Portugal"],"affiliations":[{"raw_affiliation_string":"Sistrade - Software Consulting, SA,Porto,Portugal","institution_ids":["https://openalex.org/I188522409"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053677994","display_name":"Lu\u00eds Cardoso","orcid":"https://orcid.org/0000-0001-9833-7960"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luis Cardoso","raw_affiliation_strings":["Miranda & Irmão, LDA,Águeda,Portugal"],"affiliations":[{"raw_affiliation_string":"Miranda & Irmão, LDA,Águeda,Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029816021","display_name":"Jo\u00e3o Borges","orcid":"https://orcid.org/0000-0002-5880-033X"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Borges","raw_affiliation_strings":["2Ai - School of Technology, IPCA,Barcelos,Portugal"],"affiliations":[{"raw_affiliation_string":"2Ai - School of Technology, IPCA,Barcelos,Portugal","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012455083","display_name":"Ant\u00f3nio H. J. Moreira","orcid":"https://orcid.org/0000-0002-2148-9146"},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Polytechnic Institute of C\u00e1vado and Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ant\u00f3nio H. J. Moreira","raw_affiliation_strings":["2Ai - School of Technology, IPCA,Barcelos,Portugal"],"affiliations":[{"raw_affiliation_string":"2Ai - School of Technology, IPCA,Barcelos,Portugal","institution_ids":["https://openalex.org/I185808892"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5040441802"],"corresponding_institution_ids":["https://openalex.org/I185808892"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43972701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"62","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10986","display_name":"RFID technology advancements","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/computer-science","display_name":"Computer science","score":0.5901950597763062},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.5805290341377258},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4461914002895355},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42168810963630676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35750794410705566},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1527586579322815},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11756402254104614}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5901950597763062},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.5805290341377258},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4461914002895355},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42168810963630676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35750794410705566},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1527586579322815},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11756402254104614},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rfid-ta64374.2024.10965180","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rfid-ta64374.2024.10965180","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on RFID Technology and Applications (RFID-TA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2107391845","https://openalex.org/W2808656254","https://openalex.org/W2935401410","https://openalex.org/W3003969022","https://openalex.org/W3049479052","https://openalex.org/W4200495997","https://openalex.org/W4303981221","https://openalex.org/W4384517738","https://openalex.org/W4387681985"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Radio-frequency":[0],"identification":[1],"(RFID)":[2],"technology":[3],"is":[4],"widely":[5],"used":[6],"across":[7],"industries":[8],"due":[9],"to":[10,24,41,76,100],"its":[11],"affordability,":[12],"low":[13],"power":[14],"requirements,":[15],"and":[16,48,60,92,109],"compact":[17],"form":[18],"factor.":[19],"Its":[20],"adaptability":[21],"has":[22],"led":[23],"expanded":[25],"research":[26,95],"into":[27],"applications":[28],"beyond":[29],"traditional":[30],"tracking.":[31],"This":[32,94],"study":[33],"investigates":[34],"the":[35,66,84],"use":[36],"of":[37,69],"commercial":[38],"RFID":[39,71],"antennas":[40],"determine":[42],"package":[43,61],"orientation":[44,81],"by":[45],"analyzing":[46],"Phase":[47],"RSSI":[49],"readings.":[50],"Using":[51],"machine":[52],"learning":[53],"models,":[54],"we":[55],"evaluated":[56],"sixteen":[57],"unique":[58],"configurations":[59],"orientations.":[62],"Results":[63],"show":[64],"that":[65],"optimal":[67],"placement":[68],"an":[70,97],"tag":[72],"can":[73],"achieve":[74],"up":[75],"92.3":[77],"%":[78],"accuracy":[79],"in":[80],"estimation,":[82],"with":[83],"most":[85],"effective":[86],"setup":[87],"utilizing":[88],"a":[89],"single":[90],"antenna":[91],"tag.":[93],"presents":[96],"innovative":[98],"approach":[99],"posture":[101],"detection,":[102],"underscoring":[103],"RFID's":[104],"potential":[105],"for":[106],"advanced":[107],"tracking":[108],"monitoring":[110],"applications.":[111]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}