{"id":"https://openalex.org/W4387486474","doi":"https://doi.org/10.23919/spa59660.2023.10274443","title":"Analysis of fast prototyping of microcontroller-based ML software for acoustic signal classification","display_name":"Analysis of fast prototyping of microcontroller-based ML software for acoustic signal classification","publication_year":2023,"publication_date":"2023-09-20","ids":{"openalex":"https://openalex.org/W4387486474","doi":"https://doi.org/10.23919/spa59660.2023.10274443"},"language":"en","primary_location":{"id":"doi:10.23919/spa59660.2023.10274443","is_oa":false,"landing_page_url":"https://doi.org/10.23919/spa59660.2023.10274443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA)","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/A5090772340","display_name":"Filip Marciniak","orcid":null},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Filip Marciniak","raw_affiliation_strings":["Poznan University of Technology,Faculty of Computing and Telecommunications,Poznań,Poland,60-965"],"affiliations":[{"raw_affiliation_string":"Poznan University of Technology,Faculty of Computing and Telecommunications,Poznań,Poland,60-965","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045046701","display_name":"W. Marciniak","orcid":"https://orcid.org/0000-0002-9173-5496"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Marciniak","raw_affiliation_strings":["Poznan University of Technology,Faculty of Computing and Telecommunications,Poznań,Poland,60-965"],"affiliations":[{"raw_affiliation_string":"Poznan University of Technology,Faculty of Computing and Telecommunications,Poznań,Poland,60-965","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009279037","display_name":"Tomasz Marciniak","orcid":"https://orcid.org/0000-0001-6035-7325"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz Marciniak","raw_affiliation_strings":["Poznan University of Technology,Faculty of Automatic Control, Robotics and Electrical Engineering, Institute of Automatic Control and Robotics, Division of Electronic Systems and Signal Processing,Poznań,Poland,60-965"],"affiliations":[{"raw_affiliation_string":"Poznan University of Technology,Faculty of Automatic Control, Robotics and Electrical Engineering, Institute of Automatic Control and Robotics, Division of Electronic Systems and Signal Processing,Poznań,Poland,60-965","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090772340"],"corresponding_institution_ids":["https://openalex.org/I46597724"],"apc_list":null,"apc_paid":null,"fwci":0.4012,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62031211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"36","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9595999717712402,"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":0.9595999717712402,"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/microcontroller","display_name":"Microcontroller","score":0.7584048509597778},{"id":"https://openalex.org/keywords/arduino","display_name":"Arduino","score":0.6855409145355225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6284909248352051},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5869857668876648},{"id":"https://openalex.org/keywords/rapid-prototyping","display_name":"Rapid prototyping","score":0.49461719393730164},{"id":"https://openalex.org/keywords/impulse","display_name":"Impulse (physics)","score":0.46199655532836914},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4516836106777191},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4329968988895416},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3220914602279663},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2479156255722046},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24505695700645447},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12283390760421753},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.11470401287078857}],"concepts":[{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.7584048509597778},{"id":"https://openalex.org/C136501162","wikidata":"https://www.wikidata.org/wiki/Q175957","display_name":"Arduino","level":2,"score":0.6855409145355225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6284909248352051},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5869857668876648},{"id":"https://openalex.org/C2780395129","wikidata":"https://www.wikidata.org/wiki/Q1128971","display_name":"Rapid prototyping","level":2,"score":0.49461719393730164},{"id":"https://openalex.org/C70836080","wikidata":"https://www.wikidata.org/wiki/Q837940","display_name":"Impulse (physics)","level":2,"score":0.46199655532836914},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4516836106777191},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4329968988895416},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3220914602279663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2479156255722046},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24505695700645447},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12283390760421753},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.11470401287078857},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/spa59660.2023.10274443","is_oa":false,"landing_page_url":"https://doi.org/10.23919/spa59660.2023.10274443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W3081141044","https://openalex.org/W4303649415","https://openalex.org/W4310921901"],"related_works":["https://openalex.org/W4293241760","https://openalex.org/W2747703758","https://openalex.org/W2770439812","https://openalex.org/W2315986283","https://openalex.org/W2318293530","https://openalex.org/W2799932818","https://openalex.org/W2768783059","https://openalex.org/W4229074545","https://openalex.org/W4385574901","https://openalex.org/W4393899671"],"abstract_inverted_index":{"The":[0,17,37,67],"paper":[1],"analyzes":[2],"the":[3,45,55,63,70,73],"preparation":[4],"of":[5,25,57,69],"software":[6],"for":[7,15,22,54,78],"acoustic":[8],"signal":[9],"classification":[10],"with":[11],"machine":[12],"learning":[13],"techniques":[14],"microcontrollers.":[16],"design":[18],"process":[19,40,56],"was":[20,41],"tested":[21],"three":[23],"types":[24],"devices:":[26],"Nordic":[27],"Thingy:53,":[28],"SensorTile.box":[29],"and":[30,72],"Arduino":[31],"Nano":[32],"33":[33],"BLE":[34],"Sense":[35],"Lite.":[36],"classifier":[38],"training":[39,71],"carried":[42,52],"out":[43,53],"using":[44],"Edge":[46],"Impulse":[47],"platform.":[48],"Experimental":[49],"studies":[50],"were":[51,76],"classifying":[58],"sound":[59],"signals":[60],"generated":[61],"by":[62],"vacuum":[64],"cleaner":[65],"motor.":[66],"results":[68],"model":[74],"test":[75],"presented":[77],"different":[79],"configurations.":[80]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}