{"id":"https://openalex.org/W3109081127","doi":"https://doi.org/10.1109/ccece47787.2020.9255727","title":"Wireless Positioning Network Location Prediction Based on Machine Learning Techniques","display_name":"Wireless Positioning Network Location Prediction Based on Machine Learning Techniques","publication_year":2020,"publication_date":"2020-08-30","ids":{"openalex":"https://openalex.org/W3109081127","doi":"https://doi.org/10.1109/ccece47787.2020.9255727","mag":"3109081127"},"language":"en","primary_location":{"id":"doi:10.1109/ccece47787.2020.9255727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece47787.2020.9255727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5029381714","display_name":"Furat Al-Obaidy","orcid":"https://orcid.org/0000-0002-3876-3746"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Furat Al-Obaidy","raw_affiliation_strings":["Ryerson University, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061219746","display_name":"Najmeh Razfar","orcid":null},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Najmeh Razfar","raw_affiliation_strings":["Ryerson University, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031897064","display_name":"Peyman Moeini","orcid":null},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peyman Moeini","raw_affiliation_strings":["Ryerson University, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103283614","display_name":"Farah Mohammadi","orcid":"https://orcid.org/0009-0008-9947-3209"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Farah Mohammadi","raw_affiliation_strings":["Ryerson University, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I530967"],"apc_list":null,"apc_paid":null,"fwci":0.7157,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65146345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","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/T10326","display_name":"Indoor and Outdoor Localization Technologies","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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9902999997138977,"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/computer-science","display_name":"Computer science","score":0.7434289455413818},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6851927042007446},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6734012365341187},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6445494294166565},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.620750904083252},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.576734721660614},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.4982779026031494},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.49413254857063293},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45391327142715454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4444783627986908},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43209147453308105},{"id":"https://openalex.org/keywords/wi-fi-array","display_name":"Wi-Fi array","score":0.4179800748825073},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4114260673522949},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20858827233314514},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13231852650642395}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7434289455413818},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6851927042007446},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6734012365341187},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6445494294166565},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.620750904083252},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.576734721660614},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.4982779026031494},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.49413254857063293},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45391327142715454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4444783627986908},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43209147453308105},{"id":"https://openalex.org/C152153834","wikidata":"https://www.wikidata.org/wiki/Q1339878","display_name":"Wi-Fi array","level":4,"score":0.4179800748825073},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4114260673522949},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20858827233314514},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13231852650642395},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece47787.2020.9255727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece47787.2020.9255727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1180035053","https://openalex.org/W1970040619","https://openalex.org/W2090928985","https://openalex.org/W2116238696","https://openalex.org/W2128117783","https://openalex.org/W2151756758","https://openalex.org/W2161455381","https://openalex.org/W2261971868","https://openalex.org/W2593116849","https://openalex.org/W2605398378","https://openalex.org/W2768934089","https://openalex.org/W2888342233","https://openalex.org/W2890475204","https://openalex.org/W2898052890","https://openalex.org/W2905424825","https://openalex.org/W2955867847","https://openalex.org/W2979729662","https://openalex.org/W2979921829","https://openalex.org/W2980053303","https://openalex.org/W3010603259","https://openalex.org/W4200232108"],"related_works":["https://openalex.org/W1975451135","https://openalex.org/W917005982","https://openalex.org/W2369393031","https://openalex.org/W2593729912","https://openalex.org/W2093107544","https://openalex.org/W2378147274","https://openalex.org/W2110664631","https://openalex.org/W2113267276","https://openalex.org/W1991778360","https://openalex.org/W2387578941"],"abstract_inverted_index":{"Developing":[0],"wireless":[1,11,56,62],"communication":[2],"technology":[3],"as":[4,6,60],"well":[5],"the":[7,26,47,61,67,96],"extensive":[8],"usage":[9],"of":[10,34,50,69],"networks":[12,76,84],"imply":[13],"that":[14],"location":[15],"applications":[16],"have":[17],"been":[18],"made":[19],"rendered":[20],"necessary.":[21],"Notably,":[22],"this":[23],"position":[24,89],"denotes":[25],"functionality":[27],"and":[28,85],"events":[29],"to":[30,45,65,78],"estimate":[31],"a":[32,51,100],"node":[33],"interest's":[35],"location.":[36],"This":[37],"study":[38],"compares":[39],"different":[40],"machine":[41],"learning":[42],"(ML)":[43],"approaches":[44],"locate":[46],"accurate":[48],"localization":[49],"moving":[52],"tag":[53],"based":[54],"on":[55,105],"sensor":[57],"network":[58,107],"(WSN)":[59],"propagation":[63],"medium":[64],"improve":[66],"prediction":[68,101],"positions.":[70],"Our":[71],"experimental":[72],"recommends":[73],"using":[74],"neural":[75,106],"method":[77,98],"design":[79],"an":[80,87],"appropriate":[81],"intelligent":[82],"WSN":[83],"seek":[86],"optimal":[88],"with":[90],"high":[91],"precisions.":[92],"The":[93],"results":[94],"show":[95],"proposed":[97],"provides":[99],"accuracy":[102],"about":[103],"94%based":[104],"approach.":[108]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}