{"id":"https://openalex.org/W2051026689","doi":"https://doi.org/10.1109/mlsp.2015.7324365","title":"Learning of scanning strategies for electronic support using predictive state representations","display_name":"Learning of scanning strategies for electronic support using predictive state representations","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2051026689","doi":"https://doi.org/10.1109/mlsp.2015.7324365","mag":"2051026689"},"language":"en","primary_location":{"id":"doi:10.1109/mlsp.2015.7324365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlsp.2015.7324365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP)","raw_type":"proceedings-article"},"type":"preprint","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/A5042763189","display_name":"Hadrien Glaude","orcid":null},"institutions":[{"id":"https://openalex.org/I2801356230","display_name":"Thales (Australia)","ror":"https://ror.org/00f7vya03","country_code":"AU","type":"company","lineage":["https://openalex.org/I2801356230","https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4387153239","display_name":"Centre de Recherche en Informatique, Signal et Automatique de Lille","ror":"https://ror.org/05vrs3189","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]}],"countries":["AU","FR"],"is_corresponding":true,"raw_author_name":"Hadrien Claude","raw_affiliation_strings":["Thales Airborne Systems, Elancourt, France","Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189","Thales Airborne Systems","Sequential Learning"],"affiliations":[{"raw_affiliation_string":"Thales Airborne Systems, Elancourt, France","institution_ids":["https://openalex.org/I4210140930"]},{"raw_affiliation_string":"Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189","institution_ids":["https://openalex.org/I4210115519","https://openalex.org/I4387153239"]},{"raw_affiliation_string":"Thales Airborne Systems","institution_ids":["https://openalex.org/I2801356230"]},{"raw_affiliation_string":"Sequential Learning","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110126636","display_name":"Cyrille Enderli","orcid":null},"institutions":[{"id":"https://openalex.org/I2801356230","display_name":"Thales (Australia)","ror":"https://ror.org/00f7vya03","country_code":"AU","type":"company","lineage":["https://openalex.org/I2801356230","https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]}],"countries":["AU","FR"],"is_corresponding":false,"raw_author_name":"Cyrille Enderli","raw_affiliation_strings":["Thales Airborne Systems, Elancourt, France","Thales Airborne Systems"],"affiliations":[{"raw_affiliation_string":"Thales Airborne Systems, Elancourt, France","institution_ids":["https://openalex.org/I4210140930"]},{"raw_affiliation_string":"Thales Airborne Systems","institution_ids":["https://openalex.org/I2801356230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076474759","display_name":"Jean-Fran\u00e7ois Grandin","orcid":null},"institutions":[{"id":"https://openalex.org/I2801356230","display_name":"Thales (Australia)","ror":"https://ror.org/00f7vya03","country_code":"AU","type":"company","lineage":["https://openalex.org/I2801356230","https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]}],"countries":["AU","FR"],"is_corresponding":false,"raw_author_name":"Jean-Francois Grandin","raw_affiliation_strings":["Thales Airborne Systems, Elancourt, France","Thales Airborne Systems"],"affiliations":[{"raw_affiliation_string":"Thales Airborne Systems, Elancourt, France","institution_ids":["https://openalex.org/I4210140930"]},{"raw_affiliation_string":"Thales Airborne Systems","institution_ids":["https://openalex.org/I2801356230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065100569","display_name":"Olivier Pietquin","orcid":"https://orcid.org/0000-0002-5386-465X"},"institutions":[{"id":"https://openalex.org/I185839726","display_name":"Institut Universitaire de France","ror":"https://ror.org/055khg266","country_code":"FR","type":"education","lineage":["https://openalex.org/I185839726"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I4387153239","display_name":"Centre de Recherche en Informatique, Signal et Automatique de Lille","ror":"https://ror.org/05vrs3189","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Pietquin","raw_affiliation_strings":["CRIStAL, Univ. Lille, Villeneuve d'Ascq, France","Institut Universitaire de France (IUF)","Institut Universitaire de France","Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189","Sequential Learning","Universit\u00e9 de Lille, Sciences et Technologies"],"affiliations":[{"raw_affiliation_string":"CRIStAL, Univ. Lille, Villeneuve d'Ascq, France","institution_ids":["https://openalex.org/I2279609970"]},{"raw_affiliation_string":"Institut Universitaire de France (IUF)","institution_ids":["https://openalex.org/I185839726"]},{"raw_affiliation_string":"Institut Universitaire de France","institution_ids":["https://openalex.org/I185839726"]},{"raw_affiliation_string":"Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189","institution_ids":["https://openalex.org/I4210115519","https://openalex.org/I4387153239"]},{"raw_affiliation_string":"Sequential Learning","institution_ids":[]},{"raw_affiliation_string":"Universit\u00e9 de Lille, Sciences et Technologies","institution_ids":["https://openalex.org/I2279609970"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042763189"],"corresponding_institution_ids":["https://openalex.org/I2801356230","https://openalex.org/I4210115519","https://openalex.org/I4210140930","https://openalex.org/I4387153239"],"apc_list":null,"apc_paid":null,"fwci":1.0051,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.75494712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9993000030517578,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9983999729156494,"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":0.6958576440811157},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6682354807853699},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.562651515007019},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5238580703735352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.502478837966919},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49813079833984375},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.48084673285484314},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12612876296043396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6958576440811157},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6682354807853699},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.562651515007019},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5238580703735352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.502478837966919},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49813079833984375},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.48084673285484314},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12612876296043396},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/mlsp.2015.7324365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlsp.2015.7324365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W29937066","https://openalex.org/W203249681","https://openalex.org/W1501261165","https://openalex.org/W1508449651","https://openalex.org/W1751431909","https://openalex.org/W1984296986","https://openalex.org/W1987974668","https://openalex.org/W1991682745","https://openalex.org/W2042830238","https://openalex.org/W2051028214","https://openalex.org/W2077902449","https://openalex.org/W2103972604","https://openalex.org/W2112780035","https://openalex.org/W2119193345","https://openalex.org/W2140571193","https://openalex.org/W2141276215","https://openalex.org/W2154384352","https://openalex.org/W2158282517","https://openalex.org/W2169926276","https://openalex.org/W2178643644","https://openalex.org/W2208906386","https://openalex.org/W2271755276","https://openalex.org/W2555652361","https://openalex.org/W2569188995","https://openalex.org/W2997791733","https://openalex.org/W3102381603","https://openalex.org/W3103604572","https://openalex.org/W6601221641","https://openalex.org/W6608278454"],"related_works":["https://openalex.org/W2770593030","https://openalex.org/W3154990682","https://openalex.org/W2560201613","https://openalex.org/W2171975302","https://openalex.org/W2022352247","https://openalex.org/W4312219546","https://openalex.org/W2377538627","https://openalex.org/W2107220315","https://openalex.org/W1589637664","https://openalex.org/W4281727072"],"abstract_inverted_index":{"In":[0],"Electronic":[1],"Support,":[2],"a":[3,7,27,47,95,103],"receiver":[4],"must":[5],"monitor":[6],"wide":[8],"frequency":[9,43],"spectrum":[10],"in":[11,69,82,121],"which":[12],"threatening":[13],"emitters":[14],"operate.":[15],"A":[16],"common":[17],"approach":[18],"is":[19],"to":[20,40,56,90],"use":[21],"sensors":[22],"with":[23],"high":[24],"sensitivity":[25],"but":[26,45],"narrow":[28],"bandwidth.":[29],"To":[30],"maintain":[31],"surveillance":[32],"over":[33],"the":[34,37,57,91,118],"whole":[35],"spectrum,":[36],"sensor":[38],"has":[39],"sweep":[41],"between":[42],"bands":[44],"requires":[46],"scanning":[48],"strategy.":[49],"Search":[50],"strategies":[51,86],"are":[52],"usually":[53],"designed":[54],"prior":[55],"mission":[58],"using":[59,109,127],"an":[60],"approximate":[61],"knowledge":[62],"of":[63,76,88,106],"illumination":[64],"patterns.":[65],"This":[66],"often":[67],"results":[68],"open-loop":[70],"policies":[71],"that":[72,101],"cannot":[73],"take":[74],"advantage":[75],"previous":[77],"observations.":[78],"As":[79],"pointed":[80],"out":[81],"past":[83],"researches,":[84],"these":[85],"lack":[87],"robustness":[89],"prior.":[92],"We":[93],"propose":[94],"new":[96],"closed":[97],"loop":[98],"search":[99],"strategy":[100],"learns":[102],"stochastic":[104],"model":[105],"each":[107],"radar":[108],"predictive":[110],"state":[111],"representations.":[112],"The":[113],"learning":[114,123],"algorithm":[115],"benefits":[116],"from":[117],"recent":[119],"advances":[120],"spectral":[122],"and":[124],"rank":[125],"minimization":[126],"nuclear":[128],"norm":[129],"penalization.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
