{"id":"https://openalex.org/W1964280179","doi":"https://doi.org/10.1109/vetecf.2011.6092850","title":"Leaky LMS Algorithm and Fractional Brownian Motion Model for GNSS Receiver Position Estimation","display_name":"Leaky LMS Algorithm and Fractional Brownian Motion Model for GNSS Receiver Position Estimation","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W1964280179","doi":"https://doi.org/10.1109/vetecf.2011.6092850","mag":"1964280179"},"language":"en","primary_location":{"id":"doi:10.1109/vetecf.2011.6092850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vetecf.2011.6092850","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Vehicular Technology Conference (VTC Fall)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://openresearch-repository.anu.edu.au/bitstreams/5ed7a6da-fb6d-41fd-8d91-99c8ade92b89/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065893238","display_name":"Jean\u2010Philippe Montillet","orcid":"https://orcid.org/0000-0001-7439-7862"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jean-Philippe Montillet","raw_affiliation_strings":["Environmental Geodesy Earth Physics Research School of Earth Sciences, Australian National University, Canberra, Australia","Environ. Geodesy Earth Phys., Australian Nat. Univ. Canberra, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"Environmental Geodesy Earth Physics Research School of Earth Sciences, Australian National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"Environ. Geodesy Earth Phys., Australian Nat. Univ. Canberra, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080131701","display_name":"Kegen Yu","orcid":"https://orcid.org/0000-0001-7710-3073"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kegen Yu","raw_affiliation_strings":["Satellite Navigation and Positioning Laboratory School of Surveying and Spatial Information Systems, University of New South Wales, Sydney, Australia","Satellite Navig. & Positioning Lab., Univ. of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Satellite Navigation and Positioning Laboratory School of Surveying and Spatial Information Systems, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Satellite Navig. & Positioning Lab., Univ. of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065893238"],"corresponding_institution_ids":["https://openalex.org/I118347636"],"apc_list":null,"apc_paid":null,"fwci":1.3781,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79485119,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"10","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10655","display_name":"GNSS positioning and interference","score":0.9965000152587891,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/estimator","display_name":"Estimator","score":0.7482290267944336},{"id":"https://openalex.org/keywords/hurst-exponent","display_name":"Hurst exponent","score":0.6751723289489746},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.624721348285675},{"id":"https://openalex.org/keywords/gnss-applications","display_name":"GNSS applications","score":0.6046002507209778},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.5726256966590881},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5661590695381165},{"id":"https://openalex.org/keywords/fractional-brownian-motion","display_name":"Fractional Brownian motion","score":0.5216377377510071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.506325364112854},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.49246153235435486},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4891698658466339},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3792411983013153},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3629557490348816},{"id":"https://openalex.org/keywords/brownian-motion","display_name":"Brownian motion","score":0.3374292850494385},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.22258612513542175},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16295132040977478},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11329284310340881},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10209915041923523},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.08945280313491821}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7482290267944336},{"id":"https://openalex.org/C96835011","wikidata":"https://www.wikidata.org/wiki/Q1638718","display_name":"Hurst exponent","level":2,"score":0.6751723289489746},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.624721348285675},{"id":"https://openalex.org/C14279187","wikidata":"https://www.wikidata.org/wiki/Q5514012","display_name":"GNSS applications","level":3,"score":0.6046002507209778},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.5726256966590881},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5661590695381165},{"id":"https://openalex.org/C108819105","wikidata":"https://www.wikidata.org/wiki/Q1143293","display_name":"Fractional Brownian motion","level":3,"score":0.5216377377510071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.506325364112854},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.49246153235435486},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4891698658466339},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3792411983013153},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3629557490348816},{"id":"https://openalex.org/C112401455","wikidata":"https://www.wikidata.org/wiki/Q178036","display_name":"Brownian motion","level":2,"score":0.3374292850494385},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.22258612513542175},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16295132040977478},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11329284310340881},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10209915041923523},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.08945280313491821},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/vetecf.2011.6092850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vetecf.2011.6092850","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Vehicular Technology Conference (VTC Fall)","raw_type":"proceedings-article"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/35909","is_oa":true,"landing_page_url":"http://hdl.handle.net/1885/35909","pdf_url":"https://openresearch-repository.anu.edu.au/bitstreams/5ed7a6da-fb6d-41fd-8d91-99c8ade92b89/download","source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Vehicular Technology Conference","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/35909","is_oa":true,"landing_page_url":"http://hdl.handle.net/1885/35909","pdf_url":"https://openresearch-repository.anu.edu.au/bitstreams/5ed7a6da-fb6d-41fd-8d91-99c8ade92b89/download","source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Vehicular Technology Conference","raw_type":"Conference paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1964280179.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W74712529","https://openalex.org/W292716351","https://openalex.org/W1492221128","https://openalex.org/W1525535255","https://openalex.org/W1629817991","https://openalex.org/W1667165204","https://openalex.org/W1827673301","https://openalex.org/W1965392255","https://openalex.org/W1980358630","https://openalex.org/W2031753087","https://openalex.org/W2034068434","https://openalex.org/W2068413279","https://openalex.org/W2074690548","https://openalex.org/W2093590637","https://openalex.org/W2130788228","https://openalex.org/W2152661863","https://openalex.org/W2165773639","https://openalex.org/W2225665311","https://openalex.org/W2550830396","https://openalex.org/W2942228371","https://openalex.org/W3126588943","https://openalex.org/W3201374423","https://openalex.org/W4206180546","https://openalex.org/W4242671632","https://openalex.org/W4301253858","https://openalex.org/W6629420886","https://openalex.org/W6631362934","https://openalex.org/W6658278720","https://openalex.org/W6689155990"],"related_works":["https://openalex.org/W2915158306","https://openalex.org/W2364010220","https://openalex.org/W4390827289","https://openalex.org/W26397136","https://openalex.org/W3010725710","https://openalex.org/W2401810189","https://openalex.org/W2012792015","https://openalex.org/W2087458835","https://openalex.org/W3001803811","https://openalex.org/W3021897514"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"new":[4,41,59],"approach":[5],"for":[6],"smoothing":[7],"long":[8,80],"time":[9,81],"series":[10,82],"of":[11,14,83,115],"position":[12,33,85],"estimates":[13,35,93],"ground":[15],"GNSS":[16],"(global":[17],"navigation":[18],"satellite":[19],"system)":[20],"receivers.":[21],"The":[22],"fractional":[23],"Brownian":[24],"motion":[25],"(fBm)":[26],"model":[27],"is":[28,45,75],"employed":[29],"to":[30,47,77,94],"describe":[31],"the":[32,49,53,58,79,84,90,96,108],"coordinate":[34,86],"that":[36,57,103],"have":[37],"long-range":[38],"dependencies.":[39],"A":[40,67],"and":[42,52,64,118],"low-complexity":[43],"method":[44,60],"proposed":[46,76],"estimate":[48],"Hurst":[50,91],"parameter":[51,92],"simulation":[54],"results":[55,101],"show":[56],"achieves":[61],"good":[62],"accuracy":[63,117],"low":[65],"complexity.":[66],"modified":[68],"leaky":[69],"least":[70],"mean":[71],"squares":[72],"(ML-LMS)":[73],"estimator":[74,106,111],"filter":[78,97],"estimates,":[87],"which":[88],"uses":[89],"update":[95],"tap":[98],"weights.":[99],"Simulation":[100],"demonstrate":[102],"this":[104],"ML-LMS":[105],"outperforms":[107],"classic":[109],"LMS":[110],"considerably":[112],"in":[113],"terms":[114],"both":[116],"convergence.":[119]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}