{"id":"https://openalex.org/W4384158892","doi":"https://doi.org/10.1109/i2mtc53148.2023.10176051","title":"An enhanced Smart Sampling algorithm based on Deep Learning","display_name":"An enhanced Smart Sampling algorithm based on Deep Learning","publication_year":2023,"publication_date":"2023-05-22","ids":{"openalex":"https://openalex.org/W4384158892","doi":"https://doi.org/10.1109/i2mtc53148.2023.10176051"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc53148.2023.10176051","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/i2mtc53148.2023.10176051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5014275270","display_name":"Marco Carrat\u00f9","orcid":"https://orcid.org/0000-0001-8146-6088"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Carrat\u00f9","raw_affiliation_strings":["University of Salerno,Department of Industrial Engineering,Fisciano,(SA),Italy","Department of Industrial Engineering, University of Salerno, Fisciano, (SA), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno,Department of Industrial Engineering,Fisciano,(SA),Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno, Fisciano, (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061329809","display_name":"Salvatore Dello Iacono","orcid":"https://orcid.org/0000-0002-3749-0360"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Dello Iacono","raw_affiliation_strings":["University of Salerno,Department of Industrial Engineering,Fisciano,(SA),Italy","Department of Industrial Engineering, University of Salerno, Fisciano, (SA), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno,Department of Industrial Engineering,Fisciano,(SA),Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno, Fisciano, (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034503288","display_name":"Vincenzo Gallo","orcid":"https://orcid.org/0000-0002-9873-3784"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Gallo","raw_affiliation_strings":["University of Salerno,Department of Industrial Engineering,Fisciano,(SA),Italy","Department of Industrial Engineering, University of Salerno, Fisciano, (SA), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno,Department of Industrial Engineering,Fisciano,(SA),Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno, Fisciano, (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077842218","display_name":"Vincenzo Paciello","orcid":"https://orcid.org/0000-0002-9284-1741"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Paciello","raw_affiliation_strings":["University of Salerno,Department of Industrial Engineering,Fisciano,(SA),Italy","Department of Industrial Engineering, University of Salerno, Fisciano, (SA), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno,Department of Industrial Engineering,Fisciano,(SA),Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno, Fisciano, (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004424813","display_name":"Gustavo Monte","orcid":"https://orcid.org/0000-0002-4248-7123"},"institutions":[{"id":"https://openalex.org/I128590013","display_name":"National Technological University","ror":"https://ror.org/04t730v47","country_code":"AR","type":"education","lineage":["https://openalex.org/I128590013"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Gustavo Monte","raw_affiliation_strings":["Universidad Tecnologica Nacional,Facultad Regional del Neuquen Electronics Engineering Dep.,Plaza Huincul,Argentina","Facultad Regional del Neuquen Electronics Engineering Dep., Universidad Tecnologica Nacional, Plaza Huincul, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Tecnologica Nacional,Facultad Regional del Neuquen Electronics Engineering Dep.,Plaza Huincul,Argentina","institution_ids":["https://openalex.org/I128590013"]},{"raw_affiliation_string":"Facultad Regional del Neuquen Electronics Engineering Dep., Universidad Tecnologica Nacional, Plaza Huincul, Argentina","institution_ids":["https://openalex.org/I128590013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077434999","display_name":"Antonio Esp\u00edrito-Santo","orcid":null},"institutions":[{"id":"https://openalex.org/I161321875","display_name":"University of Beira Interior","ror":"https://ror.org/03nf36p02","country_code":"PT","type":"education","lineage":["https://openalex.org/I161321875"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Antonio Esp\u00edrito-Santo","raw_affiliation_strings":["University of Beira Interior,Dep. Of Electromechanical Engineering IT - Institute of Telecommunications,Covilh&#x00E3;,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Beira Interior,Dep. Of Electromechanical Engineering IT - Institute of Telecommunications,Covilh&#x00E3;,Portugal","institution_ids":["https://openalex.org/I161321875"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3628,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44048093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9945999979972839,"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/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9945999979972839,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.9836999773979187,"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/computer-science","display_name":"Computer science","score":0.8336737155914307},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6064556837081909},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5156208872795105},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5101011395454407},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.506152331829071},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5024333000183105},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47599899768829346},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.47500407695770264},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4682617783546448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4528180658817291},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.452014297246933},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.44247040152549744},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.43799203634262085},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32156920433044434},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.21278536319732666},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1872907280921936},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13850528001785278},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.1016632616519928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8336737155914307},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6064556837081909},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5156208872795105},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5101011395454407},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.506152331829071},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5024333000183105},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47599899768829346},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.47500407695770264},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4682617783546448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4528180658817291},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.452014297246933},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.44247040152549744},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.43799203634262085},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32156920433044434},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.21278536319732666},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1872907280921936},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13850528001785278},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.1016632616519928},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/i2mtc53148.2023.10176051","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/i2mtc53148.2023.10176051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unibs.it:11379/628615","is_oa":false,"landing_page_url":"https://hdl.handle.net/11379/628615","pdf_url":null,"source":{"id":"https://openalex.org/S4306400804","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Brescia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1973232602","https://openalex.org/W1990173054","https://openalex.org/W1996855041","https://openalex.org/W2071414575","https://openalex.org/W2081259069","https://openalex.org/W2086667628","https://openalex.org/W2087144930","https://openalex.org/W2168178214","https://openalex.org/W2478333844","https://openalex.org/W3040266635","https://openalex.org/W3090714111","https://openalex.org/W3135550350","https://openalex.org/W3151864675","https://openalex.org/W3157175643","https://openalex.org/W3184448832","https://openalex.org/W3213975108","https://openalex.org/W4213036298","https://openalex.org/W4245501229","https://openalex.org/W4281760108","https://openalex.org/W4283752740","https://openalex.org/W4283763162","https://openalex.org/W4297099940"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W1975451135","https://openalex.org/W2731899572","https://openalex.org/W4230611425","https://openalex.org/W3148968234","https://openalex.org/W2890570089","https://openalex.org/W2084724079","https://openalex.org/W4246416108","https://openalex.org/W2111773953"],"abstract_inverted_index":{"The":[0,151],"spread":[1],"of":[2,12,31,40,52,69,83,135,157],"Wireless":[3],"Sensor":[4],"Networks,":[5],"driven":[6],"mainly":[7],"by":[8,146],"the":[9,20,38,53,67,76,81,84,110,116,126,131,136,140,147,162],"increasing":[10,27],"use":[11],"pervasive":[13],"sensors":[14],"in":[15,29,166],"everyday":[16],"reality,":[17],"according":[18],"to":[19,25,65,90,101,107,120,129,138],"IoT":[21],"concept,":[22],"is":[23],"bringing":[24],"light":[26],"issues":[28],"terms":[30],"energy":[32],"consumption":[33],"and":[34,47,72,112,133],"bandwidth":[35],"occupancies":[36],"for":[37,164],"transmission":[39,113],"acquired":[41,71],"data.":[42],"In":[43],"this":[44],"regard,":[45],"researchers":[46],"standards":[48],"committees,":[49],"especially":[50,98],"that":[51],"IEEE":[54,148],"21451":[55,149],"standard,":[56],"have":[57],"focused":[58],"their":[59],"efforts":[60],"on":[61,80,95,154],"Smart":[62],"Sampling":[63],"methods":[64],"reduce":[66],"number":[68],"samples":[70],"then":[73],"transmitted":[74],"over":[75],"network":[77],"adaptively":[78],"based":[79,94],"dynamics":[82],"measured":[85],"signal.":[86],"This":[87],"work":[88],"aims":[89],"employ":[91],"new":[92],"techniques":[93],"deep":[96],"learning,":[97],"LSTM":[99],"autoencoders,":[100],"predict":[102],"certain":[103],"signal":[104,118],"time":[105],"windows":[106],"turn":[108],"off":[109],"acquisition":[111,169],"system,":[114],"delegating":[115],"full":[117],"computation":[119],"a":[121],"central":[122],"processing":[123],"unit.":[124],"Thus,":[125],"objective":[127],"was":[128],"evaluate":[130],"accuracy":[132],"timeliness":[134],"method":[137],"replace":[139],"classical":[141],"Real-Time":[142],"Segmentation":[143],"algorithm":[144],"proposed":[145],"standard.":[150],"results":[152],"obtained":[153],"three":[155],"types":[156],"signals":[158],"were":[159],"satisfactory,":[160],"clearing":[161],"way":[163],"implementation":[165],"smart":[167],"data":[168],"systems.":[170]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2023-07-14T00:00:00"}
