{"id":"https://openalex.org/W4283711834","doi":"https://doi.org/10.1109/isqed54688.2022.9806295","title":"An Intermittent OTA Approach to Update the DL Weights on Energy Harvesting Devices","display_name":"An Intermittent OTA Approach to Update the DL Weights on Energy Harvesting Devices","publication_year":2022,"publication_date":"2022-04-06","ids":{"openalex":"https://openalex.org/W4283711834","doi":"https://doi.org/10.1109/isqed54688.2022.9806295"},"language":"en","primary_location":{"id":"doi:10.1109/isqed54688.2022.9806295","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed54688.2022.9806295","pdf_url":null,"source":{"id":"https://openalex.org/S4363607671","display_name":"2022 23rd International Symposium on Quality Electronic Design (ISQED)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 23rd International Symposium on Quality Electronic Design (ISQED)","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/A5030582784","display_name":"Wei Wei","orcid":"https://orcid.org/0009-0001-2973-4425"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Wei","raw_affiliation_strings":["The University of Texas at San Antonio,Department of Computer Science","Department of Computer Science, The University of Texas at San Antonio"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio,Department of Computer Science","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Department of Computer Science, The University of Texas at San Antonio","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009170496","display_name":"Sahidul Islam","orcid":"https://orcid.org/0000-0002-4488-8182"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sahidul Islam","raw_affiliation_strings":["The University of Texas at San Antonio,Department of Computer Science","Department of Computer Science, The University of Texas at San Antonio"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio,Department of Computer Science","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Department of Computer Science, The University of Texas at San Antonio","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089458547","display_name":"Jishnu Banerjee","orcid":"https://orcid.org/0009-0000-1511-9694"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jishnu Banerjee","raw_affiliation_strings":["The University of Texas at San Antonio,Department of Computer Science","Department of Computer Science, The University of Texas at San Antonio"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio,Department of Computer Science","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Department of Computer Science, The University of Texas at San Antonio","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070625162","display_name":"Shanglin Zhou","orcid":"https://orcid.org/0000-0002-6409-7716"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shanglin Zhou","raw_affiliation_strings":["University of Connecticut,Department of Computer Science","Department of Computer Science, University of Connecticut"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Connecticut,Department of Computer Science","institution_ids":["https://openalex.org/I140172145"]},{"raw_affiliation_string":"Department of Computer Science, University of Connecticut","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100435224","display_name":"Pan Chen","orcid":"https://orcid.org/0000-0002-7375-7608"},"institutions":[{"id":"https://openalex.org/I96749437","display_name":"Texas A&M University \u2013 Corpus Christi","ror":"https://ror.org/01mrfdz82","country_code":"US","type":"education","lineage":["https://openalex.org/I96749437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Pan","raw_affiliation_strings":["Texas A&M University–Corpus Christi,Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University–Corpus Christi,Department of Computer Science","institution_ids":["https://openalex.org/I96749437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030060072","display_name":"Caiwen Ding","orcid":"https://orcid.org/0000-0003-0891-1231"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Caiwen Ding","raw_affiliation_strings":["University of Connecticut,Department of Computer Science","Department of Computer Science, University of Connecticut"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Connecticut,Department of Computer Science","institution_ids":["https://openalex.org/I140172145"]},{"raw_affiliation_string":"Department of Computer Science, University of Connecticut","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059911353","display_name":"Mimi Xie","orcid":"https://orcid.org/0000-0003-1973-2909"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mimi Xie","raw_affiliation_strings":["The University of Texas at San Antonio,Department of Computer Science","Department of Computer Science, The University of Texas at San Antonio"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio,Department of Computer Science","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Department of Computer Science, The University of Texas at San Antonio","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T13553","display_name":"Age of Information Optimization","score":0.9934999942779541,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8217558264732361},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6739641427993774},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.5994718670845032},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5638989210128784},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4840109050273895},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.42849355936050415},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4112461805343628},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3801560699939728},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35994091629981995},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35809171199798584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16930779814720154},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09733346104621887},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09543409943580627}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8217558264732361},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6739641427993774},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.5994718670845032},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5638989210128784},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4840109050273895},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.42849355936050415},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4112461805343628},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3801560699939728},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35994091629981995},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35809171199798584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16930779814720154},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09733346104621887},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09543409943580627},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isqed54688.2022.9806295","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed54688.2022.9806295","pdf_url":null,"source":{"id":"https://openalex.org/S4363607671","display_name":"2022 23rd International Symposium on Quality Electronic Design (ISQED)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 23rd International Symposium on Quality Electronic Design (ISQED)","raw_type":"proceedings-article"}],"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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2007339694","https://openalex.org/W2071580597","https://openalex.org/W2103753221","https://openalex.org/W2112796928","https://openalex.org/W2515870206","https://openalex.org/W2797861877","https://openalex.org/W2897303255","https://openalex.org/W2945992628","https://openalex.org/W2988851551","https://openalex.org/W3083629635","https://openalex.org/W3098718496","https://openalex.org/W3104627021","https://openalex.org/W3172456113","https://openalex.org/W3195195672","https://openalex.org/W3217277265","https://openalex.org/W4221107324","https://openalex.org/W4244832561","https://openalex.org/W6804531345"],"related_works":["https://openalex.org/W2213352718","https://openalex.org/W2100284275","https://openalex.org/W2089393798","https://openalex.org/W2025004390","https://openalex.org/W2883225514","https://openalex.org/W2480427144","https://openalex.org/W1610433541","https://openalex.org/W2043994838","https://openalex.org/W2438047032","https://openalex.org/W2113162709"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"(DL)":[2],"algorithms":[3,99],"have":[4],"been":[5],"deployed":[6],"on":[7,49,76,100],"an":[8],"increasing":[9],"number":[10],"of":[11,32],"end":[12],"devices":[13,77,104],"to":[14,42,55,71,79,95,105,116,127,136],"enable":[15,137],"various":[16],"smart":[17],"applications.":[18],"Energy":[19],"harvesting":[20,102],"becomes":[21],"the":[22,28,44,50,56,73,80,118,129,146],"most":[23],"promising":[24],"energy":[25,30,101,131],"supply,":[26],"considering":[27],"enormous":[29],"consumption":[31],"those":[33,107],"algorithms.":[34],"Frequent":[35],"over-the-air":[36],"(OTA)":[37],"code":[38,75,120],"programming":[39],"is":[40,67],"required":[41],"update":[43,72,96,119],"new":[45,63],"model":[46],"incrementally":[47],"learned":[48],"nearby":[51],"edge":[52],"server,":[53],"adapt":[54],"environmental":[57],"changes":[58],"over":[59],"time,":[60],"and":[61,83,133,152],"learn":[62],"knowledge.":[64],"However,":[65],"it":[66],"a":[68,90,112,122],"grand":[69],"challenge":[70],"DL":[74,98],"due":[78],"constrained":[81],"resources":[82],"low":[84],"harvested":[85],"energy.":[86],"This":[87],"paper":[88],"proposes":[89],"novel":[91],"intermittent":[92,139,154],"OTA":[93],"approach":[94,148],"incremental":[97],"IoT":[103],"address":[106],"challenges.":[108],"Specifically,":[109],"we":[110],"propose":[111],"delta":[113],"encoding":[114],"strategy":[115,126],"reduce":[117,128],"size,":[121],"data":[123],"transmission":[124],"optimization":[125],"communication":[130],"consumption,":[132],"runtime":[134],"support":[135],"efficient":[138,153],"updates.":[140,155],"The":[141],"experimental":[142],"results":[143],"demonstrate":[144],"that":[145],"proposed":[147],"can":[149],"achieve":[150],"reliable":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}