{"id":"https://openalex.org/W2060437595","doi":"https://doi.org/10.1109/wimob.2014.6962240","title":"Gaussian process for RSS-based localisation","display_name":"Gaussian process for RSS-based localisation","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2060437595","doi":"https://doi.org/10.1109/wimob.2014.6962240","mag":"2060437595"},"language":"en","primary_location":{"id":"doi:10.1109/wimob.2014.6962240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wimob.2014.6962240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 10th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)","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/A5064982570","display_name":"Manuel Aravecchia","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]},{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"M. Aravecchia","raw_affiliation_strings":["Fondazione Bruno Kessler FBK-ICT, Trento, Italy","ICT Doctoral School, University of Trento, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler FBK-ICT, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]},{"raw_affiliation_string":"ICT Doctoral School, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049085989","display_name":"Stefano Messelodi","orcid":"https://orcid.org/0000-0002-4673-9607"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. Messelodi","raw_affiliation_strings":["Fondazione Bruno Kessler FBK-ICT, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler FBK-ICT, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064982570"],"corresponding_institution_ids":["https://openalex.org/I193223587","https://openalex.org/I2277624104"],"apc_list":null,"apc_paid":null,"fwci":1.256,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82668268,"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":"654","last_page":"659"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9908999800682068,"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/T10860","display_name":"Speech and Audio Processing","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9513136148452759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7293902635574341},{"id":"https://openalex.org/keywords/signal-strength","display_name":"Signal strength","score":0.722420334815979},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.7093328237533569},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.6208470463752747},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.6123214364051819},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6057978868484497},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5844564437866211},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5380095839500427},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5106139779090881},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3781498074531555},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36159083247184753},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3234875798225403},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14820519089698792}],"concepts":[{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.9513136148452759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7293902635574341},{"id":"https://openalex.org/C176808163","wikidata":"https://www.wikidata.org/wiki/Q17105794","display_name":"Signal strength","level":3,"score":0.722420334815979},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.7093328237533569},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.6208470463752747},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.6123214364051819},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6057978868484497},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5844564437866211},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5380095839500427},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5106139779090881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3781498074531555},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36159083247184753},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3234875798225403},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14820519089698792},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/wimob.2014.6962240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wimob.2014.6962240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 10th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W96744093","https://openalex.org/W164706946","https://openalex.org/W1571870753","https://openalex.org/W1790231888","https://openalex.org/W1965182037","https://openalex.org/W1993128363","https://openalex.org/W2007692097","https://openalex.org/W2024085225","https://openalex.org/W2037039411","https://openalex.org/W2047009797","https://openalex.org/W2051812123","https://openalex.org/W2054799039","https://openalex.org/W2081082468","https://openalex.org/W2098949458","https://openalex.org/W2100989187","https://openalex.org/W2105813220","https://openalex.org/W2105945651","https://openalex.org/W2106048721","https://openalex.org/W2106985027","https://openalex.org/W2127600800","https://openalex.org/W2132755557","https://openalex.org/W2134469667","https://openalex.org/W2136111243","https://openalex.org/W2153776263","https://openalex.org/W2156477559","https://openalex.org/W2159034396","https://openalex.org/W2167387227","https://openalex.org/W2169724204","https://openalex.org/W2169755957","https://openalex.org/W2169779569","https://openalex.org/W2534245844","https://openalex.org/W2541286227","https://openalex.org/W4211049957","https://openalex.org/W6604024153","https://openalex.org/W6674660115","https://openalex.org/W6676327744","https://openalex.org/W6679216312","https://openalex.org/W6680375596","https://openalex.org/W6684785420","https://openalex.org/W6728935071"],"related_works":["https://openalex.org/W2162859609","https://openalex.org/W4200318234","https://openalex.org/W2022445516","https://openalex.org/W150547863","https://openalex.org/W2982532306","https://openalex.org/W1891938465","https://openalex.org/W1550605711","https://openalex.org/W1639914594","https://openalex.org/W2048360654","https://openalex.org/W4237766728"],"abstract_inverted_index":{"Localisation":[0],"making":[1],"use":[2,61],"of":[3,30,41,62,83,112],"Wi-Fi":[4],"Signal":[5,38],"Strength":[6,39],"is":[7],"a":[8,32,55,73],"well":[9],"established":[10],"research":[11],"strand,":[12],"where":[13],"various":[14],"approaches":[15],"have":[16],"been":[17,92],"proposed":[18,89,99],"by":[19,34,100],"the":[20,28,36,43,47,63,80,84,109],"community.":[21],"In":[22],"our":[23,113],"work":[24],"we":[25],"focus":[26],"on":[27,94],"problem":[29],"localizing":[31],"device":[33,44,85],"considering":[35],"Received":[37],"(RSS)":[40],"signals":[42],"receives":[45],"from":[46],"wireless":[48],"access":[49],"points":[50],"around":[51],"it.":[52],"We":[53],"propose":[54],"two-parts":[56],"localization":[57],"method":[58,90],"that":[59],"makes":[60],"Gaussian":[64],"Process":[65],"technique":[66],"to":[67,78],"interpolate":[68],"signal":[69],"vectors":[70],"received":[71],"during":[72,86],"training":[74],"phase":[75],"in":[76],"order":[77],"estimate":[79],"unknown":[81],"position":[82],"test.":[87],"The":[88,103],"has":[91],"tested":[93],"four":[95],"publicly":[96],"available":[97],"databases":[98],"other":[101],"authors.":[102],"comparison":[104],"with":[105],"their":[106],"results":[107],"shows":[108],"superior":[110],"performance":[111],"novel":[114],"approach.":[115]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}