{"id":"https://openalex.org/W4407948426","doi":"https://doi.org/10.1109/cdc56724.2024.10886705","title":"Merging Parameter Estimation and Classification Using LASSO","display_name":"Merging Parameter Estimation and Classification Using LASSO","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4407948426","doi":"https://doi.org/10.1109/cdc56724.2024.10886705"},"language":"en","primary_location":{"id":"doi:10.1109/cdc56724.2024.10886705","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","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/A5100759346","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0002-2387-8030"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Le Wang","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology,Division of Decision and Control Systems,Stockholm,Sweden,10044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology,Division of Decision and Control Systems,Stockholm,Sweden,10044","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628923","display_name":"Ying Wang","orcid":"https://orcid.org/0000-0002-7682-8299"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Ying Wang","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology,Division of Decision and Control Systems,Stockholm,Sweden,10044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology,Division of Decision and Control Systems,Stockholm,Sweden,10044","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013638375","display_name":"Yu Qiu","orcid":"https://orcid.org/0000-0002-1731-7317"},"institutions":[{"id":"https://openalex.org/I4210159565","display_name":"SAIC Motor (China)","ror":"https://ror.org/051b9ta18","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210159565"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Qiu","raw_affiliation_strings":["SAIC Motor RD Innovation Headquarters,Shanghai,China,201807"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAIC Motor RD Innovation Headquarters,Shanghai,China,201807","institution_ids":["https://openalex.org/I4210159565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100756882","display_name":"Mian Li","orcid":"https://orcid.org/0000-0001-5184-5861"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mian Li","raw_affiliation_strings":["Global Institute of Future Technology Shanghai Jiao Tong University,Shanghai,China,200240"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Global Institute of Future Technology Shanghai Jiao Tong University,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047606099","display_name":"H\u00e5kan Hjalmarsson","orcid":"https://orcid.org/0000-0002-9368-3079"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"H\u00e5kan Hjalmarsson","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology,Division of Decision and Control Systems,Stockholm,Sweden,10044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology,Division of Decision and Control Systems,Stockholm,Sweden,10044","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":2,"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":0.47011681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5717","last_page":"5722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.07670000195503235,"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"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.07670000195503235,"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/T10320","display_name":"Neural Networks and Applications","score":0.06530000269412994,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.06430000066757202,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.7245911955833435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5707919001579285},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5594136714935303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5031036734580994},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.49849724769592285},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4183617830276489},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3650016784667969},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.36010220646858215},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2598287761211395},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24737077951431274},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09392848610877991}],"concepts":[{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.7245911955833435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5707919001579285},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5594136714935303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5031036734580994},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.49849724769592285},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4183617830276489},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3650016784667969},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.36010220646858215},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2598287761211395},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24737077951431274},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09392848610877991},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc56724.2024.10886705","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.49000000953674316}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2000651380","https://openalex.org/W2118872355","https://openalex.org/W2135046866","https://openalex.org/W2138019504","https://openalex.org/W2209420799","https://openalex.org/W2623100897","https://openalex.org/W2922109457","https://openalex.org/W2943825447","https://openalex.org/W2990616444","https://openalex.org/W3093656051","https://openalex.org/W3094125843","https://openalex.org/W4240691156","https://openalex.org/W4294578182","https://openalex.org/W4312258136","https://openalex.org/W4313529392","https://openalex.org/W4319456121","https://openalex.org/W4386590639","https://openalex.org/W6782112731"],"related_works":["https://openalex.org/W4256576576","https://openalex.org/W3090384609","https://openalex.org/W3194013178","https://openalex.org/W4249086404","https://openalex.org/W2790019364","https://openalex.org/W2486360182","https://openalex.org/W2212119398","https://openalex.org/W4288780803","https://openalex.org/W2187089732","https://openalex.org/W3163178158"],"abstract_inverted_index":{"Soft":[0],"sensing":[1,14],"is":[2,15,99],"a":[3,23,49,54,65],"way":[4],"to":[5,52],"indirectly":[6],"obtain":[7],"information":[8,31],"of":[9,76,84],"signals":[10],"for":[11],"which":[12,27],"direct":[13],"difficult":[16],"or":[17],"prohibitively":[18],"expensive.":[19],"It":[20],"may":[21],"not":[22],"priori":[24],"be":[25],"evident":[26],"sensors":[28],"provide":[29,48],"useful":[30],"about":[32],"the":[33,70,82],"target":[34],"signal,":[35],"and":[36,87],"various":[37],"operating":[38],"conditions":[39],"often":[40],"necessitate":[41],"different":[42,85],"models.":[43],"In":[44],"this":[45],"paper,":[46],"we":[47],"systematic":[50],"method":[51,98],"construct":[53],"soft":[55],"sensor":[56],"that":[57],"can":[58],"deal":[59],"with":[60],"these":[61],"issues.":[62],"We":[63],"propose":[64],"single":[66],"estimation":[67],"criterion,":[68],"where":[69],"objectives":[71],"are":[72],"encoded":[73],"in":[74],"terms":[75],"model":[77,79,88],"fit,":[78],"sparsity":[80,91],"(reducing":[81],"number":[83],"models),":[86],"parameter":[89],"coefficient":[90],"(to":[92],"exclude":[93],"irrelevant":[94],"sensors).":[95],"The":[96],"proposed":[97],"tested":[100],"on":[101],"real-world":[102],"scenarios":[103],"involving":[104],"prototype":[105],"vehicles,":[106],"demonstrating":[107],"its":[108],"effectiveness.":[109]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}