{"id":"https://openalex.org/W4388405216","doi":"https://doi.org/10.1109/ic2e59103.2023.00014","title":"Energy-efficient OECT Sensor Data Analysis on Constrained Edge Devices","display_name":"Energy-efficient OECT Sensor Data Analysis on Constrained Edge Devices","publication_year":2023,"publication_date":"2023-09-25","ids":{"openalex":"https://openalex.org/W4388405216","doi":"https://doi.org/10.1109/ic2e59103.2023.00014"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic2e59103.2023.00014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5072031779","display_name":"Francesco Saccani","orcid":"https://orcid.org/0000-0002-9585-7394"},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Saccani","raw_affiliation_strings":["University of Parma,Dept. of Engineering and Architecture,Parma,Italy"],"affiliations":[{"raw_affiliation_string":"University of Parma,Dept. of Engineering and Architecture,Parma,Italy","institution_ids":["https://openalex.org/I124601658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008450079","display_name":"Manuele Bettelli","orcid":"https://orcid.org/0000-0003-4062-3782"},"institutions":[{"id":"https://openalex.org/I4210096308","display_name":"Institute of Materials for Electronics and Magnetism","ror":"https://ror.org/00z8ws214","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuele Bettelli","raw_affiliation_strings":["Inst. of Materials for Electronics and Magnetism IMEM-CNR,Parma,Italy"],"affiliations":[{"raw_affiliation_string":"Inst. of Materials for Electronics and Magnetism IMEM-CNR,Parma,Italy","institution_ids":["https://openalex.org/I4210096308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023530253","display_name":"Francesco Gentile","orcid":"https://orcid.org/0000-0002-1724-6301"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Gentile","raw_affiliation_strings":["University of Magna Graecia,Dept. of Experimental and Clinical Medicine,Catanzaro,Italy"],"affiliations":[{"raw_affiliation_string":"University of Magna Graecia,Dept. of Experimental and Clinical Medicine,Catanzaro,Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026196931","display_name":"Michele Amoretti","orcid":"https://orcid.org/0000-0002-6046-1904"},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Amoretti","raw_affiliation_strings":["University of Parma,Dept. of Engineering and Architecture,Parma,Italy"],"affiliations":[{"raw_affiliation_string":"University of Parma,Dept. of Engineering and Architecture,Parma,Italy","institution_ids":["https://openalex.org/I124601658"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":69},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Breath Analysis Technology","score":0.9958,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11667","display_name":"Breath Analysis Technology","score":0.9958,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11472","display_name":"Advances in Chemical Sensor Technologies","score":0.9596,"subfield":{"id":"https://openalex.org/subfields/1502","display_name":"Bioengineering"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neural Interface Technology","score":0.9577,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/optical-sensors","display_name":"Optical Sensors","score":0.516962},{"id":"https://openalex.org/keywords/footprint","display_name":"Footprint","score":0.45260352},{"id":"https://openalex.org/keywords/memory-footprint","display_name":"Memory footprint","score":0.4102043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6942968},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.54877573},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.45260352},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.41885823},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.4102043},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.40138942},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34175843},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.33231908},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.257254},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic2e59103.2023.00014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"grants":[{"funder":"https://openalex.org/F4320310077","funder_display_name":"National Research Centre","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":20,"referenced_works":["https://openalex.org/W2048151535","https://openalex.org/W2064675550","https://openalex.org/W2076605490","https://openalex.org/W2393892002","https://openalex.org/W2768992802","https://openalex.org/W2794307812","https://openalex.org/W2902427432","https://openalex.org/W2948436989","https://openalex.org/W2950635152","https://openalex.org/W2965653334","https://openalex.org/W3005103743","https://openalex.org/W3005415860","https://openalex.org/W3042132391","https://openalex.org/W3094659858","https://openalex.org/W3195326532","https://openalex.org/W4213119020","https://openalex.org/W4229059674","https://openalex.org/W4282545357","https://openalex.org/W4283361596","https://openalex.org/W4320497693"],"related_works":["https://openalex.org/W4386004629","https://openalex.org/W4372263373","https://openalex.org/W4324372666","https://openalex.org/W4295943704","https://openalex.org/W4225706866","https://openalex.org/W3137434606","https://openalex.org/W2979760315","https://openalex.org/W2942586735","https://openalex.org/W2914646191","https://openalex.org/W2330537534"],"abstract_inverted_index":{"A":[0],"new":[1],"frontier":[2],"in":[3,75],"Smart":[4,19],"Agriculture":[5],"is":[6],"merging":[7],"nanobiotechnology":[8],"with":[9],"edge":[10,113],"computing,":[11],"for":[12,63,108],"on-field":[13,27],"raw":[14,79],"data":[15],"collection":[16],"and":[17,29,51,59,97,106,133,153],"processing.":[18],"plant":[20,23,90],"sensors":[21],"communicate":[22],"chemical":[24],"signals":[25],"to":[26,77,84],"agricultural":[28],"phenotyping":[30],"equipment.":[31],"Particularly":[32],"promising":[33],"are":[34,104],"the":[35,45,70,88,93,124,134],"Organic":[36],"Electro-chemical":[37],"Transistors":[38],"(OECTs),":[39],"i.e.,":[40],"devices":[41],"that":[42,68,122],"can":[43],"measure":[44],"ionic":[46],"content":[47],"of":[48,72,95,126],"liquid":[49],"samples":[50],"biological":[52],"systems.":[53],"In":[54],"this":[55],"work,":[56],"we":[57,116],"present":[58],"evaluate":[60],"several":[61,119],"algorithms":[62],"solving":[64],"a":[65,154],"mathematical":[66],"model":[67,127],"describes":[69],"behavior":[71],"OECT":[73],"devices,":[74,114],"order":[76],"translate":[78],"values":[80],"like":[81],"electrical":[82],"currents,":[83],"meaningful":[85],"information":[86],"about":[87],"monitored":[89],"stem,":[91],"e.g.,":[92],"concentration":[94],"ions":[96],"water":[98],"saturation.":[99],"Our":[100],"Rust-based":[101],"algorithm":[102],"implementations":[103],"energy-efficient":[105],"suitable":[107],"real-time":[109],"execution":[110,131],"on":[111],"constrained":[112],"as":[115],"demonstrate":[117],"providing":[118],"experimental":[120],"results":[121],"concern":[123],"quality":[125],"solution,":[128],"memory":[129],"footprint,":[130],"time,":[132],"energy":[135],"cost.":[136],"The":[137],"experiments":[138],"were":[139],"carried":[140],"out":[141],"using":[142],"two":[143],"different":[144],"Arm":[145],"Cortex-M":[146],"processors,":[147],"an":[148],"ultra":[149],"low":[150],"power":[151],"one":[152],"high":[155],"performance":[156],"one.":[157]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4388405216","counts_by_year":[],"updated_date":"2024-11-20T06:31:21.941379","created_date":"2023-11-07"}