{"id":"https://openalex.org/W2910220901","doi":"https://doi.org/10.1109/access.2019.2893398","title":"A New RSS Fingerprinting-Based Location Discovery Method Under Sparse Reference Point Conditions","display_name":"A New RSS Fingerprinting-Based Location Discovery Method Under Sparse Reference Point Conditions","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2910220901","doi":"https://doi.org/10.1109/access.2019.2893398","mag":"2910220901"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2893398","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2893398","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08618403.pdf","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":null,"license_id":null,"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://ieeexplore.ieee.org/ielx7/6287639/8600701/08618403.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100413655","display_name":"Ang Li","orcid":"https://orcid.org/0000-0003-2385-6963"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ang Li","raw_affiliation_strings":["Department of Mechatronics Engineering and Automation, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2385-6963","affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering and Automation, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002982520","display_name":"Jingqi Fu","orcid":"https://orcid.org/0000-0002-0811-1034"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingqi Fu","raw_affiliation_strings":["Department of Mechatronics Engineering and Automation, Shanghai University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering and Automation, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015823583","display_name":"Aolei Yang","orcid":"https://orcid.org/0000-0002-5077-9150"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aolei Yang","raw_affiliation_strings":["Department of Mechatronics Engineering and Automation, Shanghai University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering and Automation, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018640024","display_name":"Huaming Shen","orcid":"https://orcid.org/0000-0001-6908-9144"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaming Shen","raw_affiliation_strings":["Department of Mechatronics Engineering and Automation, Shanghai University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering and Automation, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2843,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.79912132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"13945","last_page":"13959"},"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/T13121","display_name":"Radio Wave Propagation Studies","score":0.9925000071525574,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9890999794006348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rss","display_name":"RSS","score":0.8215028047561646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7751912474632263},{"id":"https://openalex.org/keywords/voronoi-diagram","display_name":"Voronoi diagram","score":0.623259961605072},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5061308741569519},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4968614876270294},{"id":"https://openalex.org/keywords/point-location","display_name":"Point location","score":0.46663030982017517},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.43624791502952576},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4303682744503021},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4298173189163208},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4201195240020752},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.41464468836784363},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.41388705372810364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33925747871398926},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33204156160354614},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1542494297027588},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11371994018554688},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.09686362743377686}],"concepts":[{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.8215028047561646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7751912474632263},{"id":"https://openalex.org/C24881265","wikidata":"https://www.wikidata.org/wiki/Q757267","display_name":"Voronoi diagram","level":2,"score":0.623259961605072},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5061308741569519},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4968614876270294},{"id":"https://openalex.org/C186750021","wikidata":"https://www.wikidata.org/wiki/Q7208210","display_name":"Point location","level":3,"score":0.46663030982017517},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.43624791502952576},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4303682744503021},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4298173189163208},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4201195240020752},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.41464468836784363},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.41388705372810364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33925747871398926},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33204156160354614},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1542494297027588},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11371994018554688},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.09686362743377686},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2893398","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2893398","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08618403.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:783fa4db306545ecadafb4101319714a","is_oa":true,"landing_page_url":"https://doaj.org/article/783fa4db306545ecadafb4101319714a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 13945-13959 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2893398","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2893398","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08618403.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.47999998927116394,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1204592122","display_name":null,"funder_award_id":"61873158","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2542848216","display_name":null,"funder_award_id":"17511107002","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G3602849996","display_name":null,"funder_award_id":"17511107002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7331332200","display_name":null,"funder_award_id":"18ZR1415100","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2910220901.pdf","grobid_xml":"https://content.openalex.org/works/W2910220901.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1852865843","https://openalex.org/W2006023663","https://openalex.org/W2159293115","https://openalex.org/W2294748733","https://openalex.org/W2299515439","https://openalex.org/W2424065099","https://openalex.org/W2518502771","https://openalex.org/W2519959519","https://openalex.org/W2557998141","https://openalex.org/W2567370096","https://openalex.org/W2593644220","https://openalex.org/W2604724805","https://openalex.org/W2621034596","https://openalex.org/W2625026524","https://openalex.org/W2742686197","https://openalex.org/W2744660192","https://openalex.org/W2752023969","https://openalex.org/W2756241307","https://openalex.org/W2762342365","https://openalex.org/W2763697523","https://openalex.org/W2769094067","https://openalex.org/W2770771835","https://openalex.org/W2771000617","https://openalex.org/W2778458920","https://openalex.org/W2782386559","https://openalex.org/W2790384971","https://openalex.org/W2792020330","https://openalex.org/W2792475496","https://openalex.org/W2792979183","https://openalex.org/W2793022843","https://openalex.org/W2793093783","https://openalex.org/W2793194125","https://openalex.org/W2794969791","https://openalex.org/W2809328324","https://openalex.org/W2888967269","https://openalex.org/W2896442862","https://openalex.org/W2897237680","https://openalex.org/W2897450941"],"related_works":["https://openalex.org/W2006532247","https://openalex.org/W2021565542","https://openalex.org/W4317886263","https://openalex.org/W2350431235","https://openalex.org/W4221148751","https://openalex.org/W2039289489","https://openalex.org/W1788997585","https://openalex.org/W2057512681","https://openalex.org/W2370701105","https://openalex.org/W2945534310"],"abstract_inverted_index":{"With":[0],"the":[1,8,32,39,44,51,58,65,78,86,100,106,110,121,126,130,134,145,149,155,174,179,186,191],"increasing":[2],"demand":[3],"for":[4,109],"indoor":[5,159],"location-based":[6],"services,":[7],"received":[9,40],"signal":[10,41,72],"strength":[11,42],"fingerprinting-based":[12,187],"localization":[13,188],"algorithm":[14,138,176,189],"has":[15],"become":[16],"a":[17,70,91],"research":[18],"focus":[19],"due":[20],"to":[21,30,63,98,119,143,196],"its":[22],"accuracy":[23,181],"and":[24,68,104,129],"low":[25],"hardware":[26],"requirements.":[27],"However,":[28],"how":[29],"achieve":[31,99],"accurate":[33],"location":[34,93,114],"discovery":[35],"relies":[36],"solely":[37],"on":[38],"under":[43],"sparse":[45],"reference":[46],"points":[47],"condition,":[48],"which":[49,75],"is":[50,61,96,141,163,194],"main":[52],"contribution":[53],"of":[54,80,113,148],"this":[55,167],"paper.":[56,168],"First,":[57],"Voronoi":[59],"diagram":[60],"adopted":[62],"regionalize":[64],"positioning":[66,180],"area":[67],"form":[69],"distributed":[71],"propagation":[73],"description,":[74],"can":[76,177],"reduce":[77,120],"influence":[79],"environment":[81],"interference.":[82],"Second,":[83],"aiming":[84],"at":[85],"local":[87,131],"motion":[88,107],"tracking":[89],"problem,":[90,133],"region-based":[92],"search":[94],"model":[95,108],"constructed":[97],"initial":[101],"position":[102],"estimation":[103],"provide":[105],"following":[111],"optimization":[112],"estimation.":[115],"Third,":[116],"in":[117,166],"order":[118],"cumulative":[122],"error":[123],"caused":[124],"by":[125,182],"environmental":[127],"noise":[128],"optimum":[132],"regularized":[135],"particle":[136,150],"filtering":[137],"with":[139,185],"map-correction":[140],"employed":[142],"implement":[144],"dynamic":[146],"calibration":[147],"updating":[151],"equation.":[152],"To":[153],"verify":[154],"proposed":[156,175],"algorithm,":[157],"an":[158],"wireless":[160],"experiment":[161,170],"system":[162],"finally":[164],"designed":[165],"The":[169],"results":[171],"indicate":[172],"that":[173],"increase":[178],"28.2%":[183],"compared":[184],"when":[190],"RPs":[192],"density":[193],"reduced":[195],"0.2/":[197],"(0.5m*0.5m).":[198]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
