{"id":"https://openalex.org/W4386075216","doi":"https://doi.org/10.1109/isit54713.2023.10206793","title":"Control of a Multiplicative Observation Noise System: MAP-based Achievable Strategy","display_name":"Control of a Multiplicative Observation Noise System: MAP-based Achievable Strategy","publication_year":2023,"publication_date":"2023-06-25","ids":{"openalex":"https://openalex.org/W4386075216","doi":"https://doi.org/10.1109/isit54713.2023.10206793"},"language":"en","primary_location":{"id":"doi:10.1109/isit54713.2023.10206793","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isit54713.2023.10206793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-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/A5088145738","display_name":"Moses Won","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Moses Won","raw_affiliation_strings":["University of California,Berkeley","University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"University of California,Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055069190","display_name":"Gireeja Ranade","orcid":"https://orcid.org/0000-0002-6747-4492"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gireeja Ranade","raw_affiliation_strings":["University of California,Berkeley","University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"University of California,Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088145738"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11406821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2242","last_page":"2247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9995999932289124,"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/T11236","display_name":"Control Systems and Identification","score":0.9995999932289124,"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/T10046","display_name":"Stability and Control of Uncertain Systems","score":0.9991999864578247,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9980999827384949,"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/controller","display_name":"Controller (irrigation)","score":0.687014102935791},{"id":"https://openalex.org/keywords/multiplicative-noise","display_name":"Multiplicative noise","score":0.672722339630127},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.63703852891922},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.5440806746482849},{"id":"https://openalex.org/keywords/linear-system","display_name":"Linear system","score":0.5382869243621826},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5026454925537109},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5000021457672119},{"id":"https://openalex.org/keywords/maximum-a-posteriori-estimation","display_name":"Maximum a posteriori estimation","score":0.4809390902519226},{"id":"https://openalex.org/keywords/multiplicative-function","display_name":"Multiplicative function","score":0.45104172825813293},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4325612187385559},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4317622482776642},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24609375},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2009868025779724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17180055379867554},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1038019061088562}],"concepts":[{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.687014102935791},{"id":"https://openalex.org/C18015164","wikidata":"https://www.wikidata.org/wiki/Q6935000","display_name":"Multiplicative noise","level":5,"score":0.672722339630127},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.63703852891922},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.5440806746482849},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.5382869243621826},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5026454925537109},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5000021457672119},{"id":"https://openalex.org/C9810830","wikidata":"https://www.wikidata.org/wiki/Q635384","display_name":"Maximum a posteriori estimation","level":3,"score":0.4809390902519226},{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.45104172825813293},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4325612187385559},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4317622482776642},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24609375},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2009868025779724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17180055379867554},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1038019061088562},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.0},{"id":"https://openalex.org/C13412647","wikidata":"https://www.wikidata.org/wiki/Q174948","display_name":"Analog signal","level":3,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C131021393","wikidata":"https://www.wikidata.org/wiki/Q7512759","display_name":"Signal transfer function","level":4,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit54713.2023.10206793","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isit54713.2023.10206793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W56036766","https://openalex.org/W1479887491","https://openalex.org/W1978848993","https://openalex.org/W1987127255","https://openalex.org/W2011118332","https://openalex.org/W2015913913","https://openalex.org/W2043771794","https://openalex.org/W2053836930","https://openalex.org/W2063659559","https://openalex.org/W2063695979","https://openalex.org/W2065169455","https://openalex.org/W2077227429","https://openalex.org/W2087323407","https://openalex.org/W2110502851","https://openalex.org/W2112156114","https://openalex.org/W2116206031","https://openalex.org/W2124783336","https://openalex.org/W2125369456","https://openalex.org/W2139384666","https://openalex.org/W2152105177","https://openalex.org/W2153461933","https://openalex.org/W2156216606","https://openalex.org/W2164522996","https://openalex.org/W2578401761","https://openalex.org/W2952036551","https://openalex.org/W2963082836","https://openalex.org/W2963801691","https://openalex.org/W3008923367","https://openalex.org/W3035239340","https://openalex.org/W3045891384","https://openalex.org/W3081059803","https://openalex.org/W3098412154","https://openalex.org/W3212606888","https://openalex.org/W3214205432","https://openalex.org/W4206008077","https://openalex.org/W4230627193","https://openalex.org/W4239976392","https://openalex.org/W4250248097","https://openalex.org/W4287991264","https://openalex.org/W4289655119","https://openalex.org/W4314945950","https://openalex.org/W6732781063","https://openalex.org/W6753378544","https://openalex.org/W6772139735","https://openalex.org/W6774828013","https://openalex.org/W6779911848"],"related_works":["https://openalex.org/W4318195686","https://openalex.org/W2975999359","https://openalex.org/W3119693376","https://openalex.org/W2796561647","https://openalex.org/W4280497496","https://openalex.org/W4313513739","https://openalex.org/W4287812451","https://openalex.org/W3022718941","https://openalex.org/W2506602630","https://openalex.org/W3097284316"],"abstract_inverted_index":{"This":[0,147],"paper":[1,110],"considers":[2],"the":[3,11,19,22,34,44,52,55,70,79,101,118,124,129,144,154,157,161,166,170,176,181,188,197],"stabilization":[4],"of":[5,13,54,60,123,153,156,160,169],"a":[6,26,30,63,112,151],"discrete-time":[7],"linear":[8,64,95],"system":[9,130,145,177],"in":[10,131],"presence":[12],"multiplicative":[14,38],"observation":[15,39],"noise,":[16],"i.e.,":[17,76],"when":[18],"controller":[20,45],"observes":[21],"state":[23,125,182],"multiplied":[24],"by":[25],"random":[27],"variable":[28],"with":[29],"continuous":[31],"density.":[32],"In":[33],"case":[35],"where":[36],"this":[37,58,98,105],"noise":[40],"has":[41],"zero":[42],"mean,":[43],"does":[46],"not":[47],"even":[48],"have":[49],"access":[50],"to":[51,81,84],"sign":[53,61],"state.":[56,146,162],"Given":[57],"lack":[59],"information,":[62],"memoryless":[65],"control":[66,80,192],"strategy":[67,103],"that":[68,89,126,187],"optimizes":[69],"second":[71],"moment":[72,133],"would":[73,77],"do":[74],"nothing,":[75],"choose":[78],"be":[82],"equal":[83],"zero.":[85,184],"It":[86],"is":[87],"known":[88],"non-linear":[90,200],"strategies":[91,96,193],"can":[92,137],"unboundedly":[93],"outperform":[94],"for":[97,104,143],"system,":[99],"yet":[100],"optimal":[102],"simple":[106],"problem":[107],"remains":[108],"unknown.This":[109],"provides":[111],"new":[113],"achievable":[114],"scheme":[115],"based":[116],"on":[117],"maximum":[119],"a-posteriori":[120],"(MAP)":[121],"estimation":[122],"provably":[127],"stabilizes":[128],"any":[132],"sense.":[134],"Additionally,":[135],"we":[136],"compute":[138],"an":[139],"explicit":[140],"convergence":[141],"rate":[142],"MAP-controller":[148,189],"emerges":[149],"from":[150],"study":[152],"evolution":[155],"conditional":[158],"density":[159],"These":[163],"densities":[164],"illustrate":[165],"dual":[167],"nature":[168],"MAP-controller:":[171],"it":[172],"extracts":[173],"information":[174],"about":[175],"while":[178],"also":[179],"driving":[180],"towards":[183],"Simulations":[185],"show":[186],"outperforms":[190],"neural-network-based":[191],"as":[194,196],"well":[195],"previously":[198],"best-known":[199],"strategies.":[201]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
