{"id":"https://openalex.org/W4210765610","doi":"https://doi.org/10.1109/lgrs.2022.3142007","title":"Real-Time Aeromagnetic Compensation With Compressed and Accelerated Neural Networks","display_name":"Real-Time Aeromagnetic Compensation With Compressed and Accelerated Neural Networks","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4210765610","doi":"https://doi.org/10.1109/lgrs.2022.3142007"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2022.3142007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2022.3142007","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-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/A5072552630","display_name":"Jian Jiao","orcid":"https://orcid.org/0000-0003-0691-6901"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Jiao","raw_affiliation_strings":["College of GeoExploration Science and Technology, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0003-0691-6901","affiliations":[{"raw_affiliation_string":"College of GeoExploration Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100623503","display_name":"Ping Yu","orcid":"https://orcid.org/0000-0001-7610-6512"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Yu","raw_affiliation_strings":["College of GeoExploration Science and Technology, Jilin University, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of GeoExploration Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077667711","display_name":"Xiao Zhao","orcid":"https://orcid.org/0000-0002-8930-403X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Zhao","raw_affiliation_strings":["College of GeoExploration Science and Technology, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-8930-403X","affiliations":[{"raw_affiliation_string":"College of GeoExploration Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068909594","display_name":"Fengyi Bi","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengyi Bi","raw_affiliation_strings":["College of GeoExploration Science and Technology, Jilin University, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of GeoExploration Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.4576,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.96660689,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11325","display_name":"Inertial Sensor and Navigation","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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":0.770166277885437},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7124961614608765},{"id":"https://openalex.org/keywords/compensation","display_name":"Compensation (psychology)","score":0.6891225576400757},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.6349090337753296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5057849884033203},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4831632971763611},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.43180716037750244},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41787800192832947},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.41154155135154724},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33992499113082886},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09769192337989807}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.770166277885437},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7124961614608765},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.6891225576400757},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.6349090337753296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5057849884033203},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4831632971763611},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.43180716037750244},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41787800192832947},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.41154155135154724},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33992499113082886},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09769192337989807},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2022.3142007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2022.3142007","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G3570001223","display_name":null,"funder_award_id":"20200201039JC","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"}],"funders":[{"id":"https://openalex.org/F4320310121","display_name":"Natural Science Foundation of Jilin Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1855615675","https://openalex.org/W2015782587","https://openalex.org/W2047967905","https://openalex.org/W2090722406","https://openalex.org/W2171630464","https://openalex.org/W2188581537","https://openalex.org/W2293451440","https://openalex.org/W2480469584","https://openalex.org/W2753384641","https://openalex.org/W2783538964","https://openalex.org/W2887280559","https://openalex.org/W2892065462","https://openalex.org/W2902537623","https://openalex.org/W2941399046","https://openalex.org/W3114563562","https://openalex.org/W3186338071","https://openalex.org/W3201660712","https://openalex.org/W4205729510"],"related_works":["https://openalex.org/W2391384657","https://openalex.org/W2362189222","https://openalex.org/W2516580779","https://openalex.org/W4210678178","https://openalex.org/W2377915711","https://openalex.org/W3158487625","https://openalex.org/W1590918813","https://openalex.org/W2362932196","https://openalex.org/W2238644388","https://openalex.org/W2350832155"],"abstract_inverted_index":{"As":[0],"neural":[1,34,71],"networks":[2],"become":[3],"an":[4,16],"increasingly":[5],"popular":[6],"technique":[7],"in":[8,49,99,173],"the":[9,28,37,50,85,93,97,100,109,120,144,148],"field":[10],"of":[11,39,45,89,96,122,138,147],"aeromagnetic":[12,171],"compensation,":[13],"there":[14],"is":[15,42,92,166],"increasing":[17],"demand":[18],"for":[19],"hardware":[20],"systems":[21],"with":[22,27,63,114],"more":[23],"computing":[24,47,65],"power.":[25],"Compared":[26],"linear":[29],"regression":[30],"method,":[31],"applying":[32],"a":[33,135,151],"network":[35,72,90,157],"to":[36,169],"task":[38],"real-time":[40,60],"compensation":[41,61,172],"difficult":[43],"because":[44],"insufficient":[46],"resources":[48],"unmanned":[51],"aerial":[52],"vehicle":[53],"(UAV)":[54],"flight":[55],"detection":[56],"platform.":[57],"To":[58],"perform":[59],"calculations":[62],"limited":[64],"resources,":[66],"we":[67,82,107,142],"optimized":[68],"back":[69],"propagation":[70],"(OBPNN)":[73],"through":[74],"model":[75,129],"compression":[76,130],"and":[77,131],"acceleration.":[78],"In":[79,134],"this":[80],"study,":[81],"found":[83],"that":[84],"most":[86],"time-consuming":[87],"part":[88],"training":[91,146],"iterative":[94],"updating":[95],"weights":[98,112],"BPNN":[101],"interference":[102],"model.":[103],"Using":[104],"transfer":[105],"learning,":[106],"replace":[108],"randomly":[110],"initialized":[111],"(RWs)":[113],"pretrained":[115],"weights,":[116],"thereby":[117],"greatly":[118],"reducing":[119],"number":[121],"iterations":[123],"required.":[124],"We":[125],"also":[126],"apply":[127],"other":[128],"acceleration":[132],"algorithms.":[133],"case":[136],"study":[137],"our":[139],"new":[140],"technique,":[141],"implement":[143],"fast":[145,167],"OBPNN":[149],"on":[150],"Raspberry":[152],"Pi":[153],"4B":[154],"system.":[155],"This":[156],"processes":[158],"approximately":[159],"316":[160],"samples":[161],"per":[162],"0.1":[163],"s,":[164],"which":[165],"enough":[168],"complete":[170],"real":[174],"time.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}