{"id":"https://openalex.org/W3087290698","doi":"https://doi.org/10.3390/sym12091565","title":"Wavelet Feature Outdoor Fingerprint Localization Based on ResNet and Deep Convolution GAN","display_name":"Wavelet Feature Outdoor Fingerprint Localization Based on ResNet and Deep Convolution GAN","publication_year":2020,"publication_date":"2020-09-22","ids":{"openalex":"https://openalex.org/W3087290698","doi":"https://doi.org/10.3390/sym12091565","mag":"3087290698"},"language":"en","primary_location":{"id":"doi:10.3390/sym12091565","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12091565","pdf_url":"https://www.mdpi.com/2073-8994/12/9/1565/pdf?version=1600763205","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/12/9/1565/pdf?version=1600763205","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101474410","display_name":"Yingke Lei","orcid":"https://orcid.org/0000-0003-4927-6772"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingke Lei","raw_affiliation_strings":["College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China","Science and Technology on Communication Information Security Control Laboratory, Jiaxing 314000, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Science and Technology on Communication Information Security Control Laboratory, Jiaxing 314000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384558","display_name":"Da Li","orcid":"https://orcid.org/0000-0003-4849-0603"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Da Li","raw_affiliation_strings":["College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China","Science and Technology on Communication Information Security Control Laboratory, Jiaxing 314000, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Science and Technology on Communication Information Security Control Laboratory, Jiaxing 314000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101811115","display_name":"Haichuan Zhang","orcid":"https://orcid.org/0000-0003-0746-5751"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haichuan Zhang","raw_affiliation_strings":["College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100650931","display_name":"Xin Li","orcid":"https://orcid.org/0000-0001-5455-8999"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100384558"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.7192,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.70584252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"12","issue":"9","first_page":"1565","last_page":"1565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"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":1.0,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9957000017166138,"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/T11698","display_name":"Underwater Acoustics Research","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7971200942993164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6006544232368469},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5618556141853333},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.5038008093833923},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47602230310440063},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4504311680793762},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44257110357284546},{"id":"https://openalex.org/keywords/fingerprint-recognition","display_name":"Fingerprint recognition","score":0.43120312690734863},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3989798426628113},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3859894871711731}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7971200942993164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6006544232368469},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5618556141853333},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.5038008093833923},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47602230310440063},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4504311680793762},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44257110357284546},{"id":"https://openalex.org/C168406668","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Fingerprint recognition","level":3,"score":0.43120312690734863},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3989798426628113},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3859894871711731},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym12091565","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12091565","pdf_url":"https://www.mdpi.com/2073-8994/12/9/1565/pdf?version=1600763205","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b6f1c27839f94ac49334a9cb8119fca9","is_oa":true,"landing_page_url":"https://doaj.org/article/b6f1c27839f94ac49334a9cb8119fca9","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 12, Iss 9, p 1565 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/12/9/1565/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym12091565","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Symmetry","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym12091565","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12091565","pdf_url":"https://www.mdpi.com/2073-8994/12/9/1565/pdf?version=1600763205","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3087290698.pdf","grobid_xml":"https://content.openalex.org/works/W3087290698.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1773149500","https://openalex.org/W1985695075","https://openalex.org/W1994961964","https://openalex.org/W1995339988","https://openalex.org/W2002616998","https://openalex.org/W2028620601","https://openalex.org/W2033276313","https://openalex.org/W2054799039","https://openalex.org/W2067977124","https://openalex.org/W2134671728","https://openalex.org/W2137952873","https://openalex.org/W2143864104","https://openalex.org/W2158824661","https://openalex.org/W2163993204","https://openalex.org/W2170102584","https://openalex.org/W2173520492","https://openalex.org/W2287252941","https://openalex.org/W2372036451","https://openalex.org/W2462826356","https://openalex.org/W2622272405","https://openalex.org/W2889079547","https://openalex.org/W2892948265","https://openalex.org/W2901531104","https://openalex.org/W2918569595","https://openalex.org/W2971276053","https://openalex.org/W2982144023","https://openalex.org/W6684135773"],"related_works":["https://openalex.org/W3014822659","https://openalex.org/W2117826006","https://openalex.org/W1621827506","https://openalex.org/W4362496757","https://openalex.org/W2051501574","https://openalex.org/W2124627279","https://openalex.org/W2050967184","https://openalex.org/W2566091814","https://openalex.org/W2114937328","https://openalex.org/W2148654711"],"abstract_inverted_index":{"Due":[0],"to":[1,31,71,78,122],"the":[2,16,20,40,49,62,134,155,158,174,183,192,195],"explosive":[3],"development":[4],"of":[5,43,51,86,143,157,163,194],"location-based":[6],"services":[7],"(LBS),":[8],"localization":[9],"has":[10,26],"attracted":[11],"significant":[12],"research":[13],"attention":[14],"over":[15],"past":[17],"decade.":[18],"Among":[19],"associated":[21],"techniques,":[22],"wireless":[23,52],"fingerprint":[24,55,126,149,177,187],"positioning":[25,56,159,197],"garnered":[27],"much":[28],"interest":[29],"due":[30],"its":[32,73],"compatibility":[33],"with":[34,39],"existing":[35],"hardware.":[36],"At":[37],"present,":[38],"widespread":[41],"deployment":[42],"long-term":[44],"evolution":[45],"(LTE)":[46],"networks":[47,60],"and":[48,105,179,190],"uniqueness":[50],"information":[53],"fingerprints,":[54],"based":[57],"on":[58],"LTE":[59],"is":[61,90,120,129,141],"mainstream":[63],"method":[64,76],"for":[65,186],"outdoor":[66,196],"positioning.":[67],"However,":[68],"in":[69],"order":[70],"improve":[72,191],"accuracy,":[74],"this":[75,95],"needs":[77],"collect":[79],"enough":[80],"data":[81,98,164],"at":[82,101],"a":[83,91,113,124,148,161],"large":[84],"number":[85],"reference":[87,103],"points,":[88],"which":[89,140],"labor-intensive":[92],"task.":[93],"In":[94],"paper,":[96],"experimental":[97],"are":[99,167],"collected":[100],"different":[102],"points":[104],"then":[106,130],"converted":[107],"into":[108],"wavelet":[109],"feature":[110],"maps.":[111],"Then,":[112],"Deep":[114,136],"Convolutional":[115],"Generative":[116],"Adversarial":[117],"Network":[118,138],"(DCGAN)":[119],"leveraged":[121],"generate":[123],"symmetric":[125,176],"database.":[127,151],"Localization":[128],"carried":[131],"out":[132],"by":[133],"proposed":[135,180],"Residual":[137],"(Resnet),":[139],"capable":[142],"learning":[144],"reliable":[145],"features":[146],"from":[147],"image":[150],"To":[152],"further":[153],"increase":[154],"robustness":[156],"system,":[160],"variety":[162],"enhancement":[165],"methods":[166],"used.":[168],"Finally,":[169],"we":[170],"experimentally":[171],"demonstrate":[172],"that":[173],"generated":[175],"database":[178,188],"Resnet":[181],"reduce":[182],"manpower":[184],"required":[185],"collection":[189],"accuracy":[193],"system.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
