{"id":"https://openalex.org/W3195220871","doi":"https://doi.org/10.1109/ssp49050.2021.9513790","title":"Low Complexity Distributed Estimation for IoT Sensor Networks","display_name":"Low Complexity Distributed Estimation for IoT Sensor Networks","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3195220871","doi":"https://doi.org/10.1109/ssp49050.2021.9513790","mag":"3195220871"},"language":"en","primary_location":{"id":"doi:10.1109/ssp49050.2021.9513790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssp49050.2021.9513790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Statistical Signal Processing Workshop (SSP)","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/A5057621668","display_name":"Allan E. Feitosa","orcid":"https://orcid.org/0000-0002-5527-9374"},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Allan E. Feitosa","raw_affiliation_strings":["University of São Paulo,Electronic Systems Engineering Dept"],"affiliations":[{"raw_affiliation_string":"University of São Paulo,Electronic Systems Engineering Dept","institution_ids":["https://openalex.org/I4210116219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056415233","display_name":"V\u00edtor H. Nascimento","orcid":"https://orcid.org/0000-0002-0543-4735"},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vitor H. Nascimento","raw_affiliation_strings":["University of São Paulo,Electronic Systems Engineering Dept"],"affiliations":[{"raw_affiliation_string":"University of São Paulo,Electronic Systems Engineering Dept","institution_ids":["https://openalex.org/I4210116219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024139393","display_name":"C\u00e1ssio G. Lopes","orcid":"https://orcid.org/0000-0001-6777-1529"},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cassio G. Lopes","raw_affiliation_strings":["University of São Paulo,Electronic Systems Engineering Dept"],"affiliations":[{"raw_affiliation_string":"University of São Paulo,Electronic Systems Engineering Dept","institution_ids":["https://openalex.org/I4210116219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057621668"],"corresponding_institution_ids":["https://openalex.org/I4210116219"],"apc_list":null,"apc_paid":null,"fwci":0.3056,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59518471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"136","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9998999834060669,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.744481086730957},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6620011925697327},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6575465798377991},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5857173204421997},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.511644184589386},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.49169737100601196},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4499932825565338},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.431984543800354},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.4219667315483093},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4167463481426239},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3576374053955078},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23079583048820496},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08609181642532349}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.744481086730957},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6620011925697327},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6575465798377991},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5857173204421997},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.511644184589386},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.49169737100601196},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4499932825565338},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.431984543800354},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.4219667315483093},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4167463481426239},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3576374053955078},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23079583048820496},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08609181642532349},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssp49050.2021.9513790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssp49050.2021.9513790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Statistical Signal Processing Workshop (SSP)","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":23,"referenced_works":["https://openalex.org/W2000043590","https://openalex.org/W2030133006","https://openalex.org/W2046767029","https://openalex.org/W2051359738","https://openalex.org/W2083081493","https://openalex.org/W2095075917","https://openalex.org/W2105103777","https://openalex.org/W2118776392","https://openalex.org/W2119434824","https://openalex.org/W2121820607","https://openalex.org/W2127005784","https://openalex.org/W2130403046","https://openalex.org/W2130442323","https://openalex.org/W2169329579","https://openalex.org/W2310285354","https://openalex.org/W2518893139","https://openalex.org/W2560388246","https://openalex.org/W2739477540","https://openalex.org/W2744525608","https://openalex.org/W2911610931","https://openalex.org/W2944473063","https://openalex.org/W2951450390","https://openalex.org/W3101311398"],"related_works":["https://openalex.org/W5551123","https://openalex.org/W13009568","https://openalex.org/W2446625","https://openalex.org/W12235111","https://openalex.org/W13916861","https://openalex.org/W5640183","https://openalex.org/W11900108","https://openalex.org/W10159557","https://openalex.org/W12715955","https://openalex.org/W5689446"],"abstract_inverted_index":{"We":[0,92,109],"propose":[1],"a":[2,58,72,134],"new":[3],"low-complexity":[4,138],"distributed":[5],"estimation":[6,99],"technique":[7],"based":[8],"on":[9],"the":[10,32,36,63,84,89,95,102,106,113,124,129,142],"LMS":[11,55],"algorithm":[12,125],"for":[13,77,115],"applications":[14],"with":[15],"low":[16],"available":[17],"power,":[18],"such":[19,151],"as":[20,133],"sensor":[21],"networks":[22],"and":[23,46,119,139],"internet":[24],"of":[25,141],"things":[26],"(IoT).":[27],"The":[28,137],"nodes":[29,67,130],"that":[30,75,94,101,123],"compose":[31],"network":[33,96],"must":[34],"estimate":[35],"environment":[37],"state":[38,107],"where":[39,83,150],"they":[40],"are":[41,68,131,153],"inserted,":[42],"using":[43],"local":[44],"measurements":[45],"shared":[47],"information.":[48],"Our":[49],"algorithm,":[50],"named":[51],"Fixed":[52],"Regressor":[53],"Distributed":[54],"(FRD-LMS),":[56],"shows":[57],"significantly":[59],"reduced":[60],"complexity":[61],"when":[62,128],"input":[64],"regressors":[65,104],"at":[66],"fixed,":[69],"which":[70],"is":[71,86],"practical":[73],"situation":[74],"arises,":[76],"example,":[78],"in":[79,112],"source":[80],"localization":[81],"problems,":[82],"regressor":[85],"related":[87],"to":[88,147],"node":[90],"position.":[91],"show":[93,120],"correctly":[97],"performs":[98],"provided":[100],"fixed":[103],"span":[105],"space.":[108],"prove":[110],"convergence":[111],"mean":[114],"fully":[116],"connected":[117,132],"networks,":[118],"through":[121],"simulations":[122],"also":[126],"converges":[127],"simple":[135],"ring.":[136],"simplicity":[140],"FRD-LMS":[143],"make":[144],"it":[145],"suitable":[146],"IoT":[148],"contexts,":[149],"features":[152],"greatly":[154],"desirable.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}