{"id":"https://openalex.org/W2086614592","doi":"https://doi.org/10.1109/isit.2014.6875195","title":"Source coding in the presence of exploration-exploitation tradeoff","display_name":"Source coding in the presence of exploration-exploitation tradeoff","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2086614592","doi":"https://doi.org/10.1109/isit.2014.6875195","mag":"2086614592"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2014.6875195","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2014.6875195","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Symposium on Information Theory","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/A5012879525","display_name":"Emrah Akyol","orcid":"https://orcid.org/0000-0002-0663-1677"},"institutions":[{"id":"https://openalex.org/I1342924430","display_name":"LAC+USC Medical Center","ror":"https://ror.org/04xzj3x20","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1328359107","https://openalex.org/I1342924430"]},{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Emrah Akyol","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, US","Dept. of Electr. Eng., USC, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, US","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Dept. of Electr. Eng., USC, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1342924430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072739163","display_name":"Urbashi Mitra","orcid":"https://orcid.org/0000-0002-8896-1177"},"institutions":[{"id":"https://openalex.org/I1342924430","display_name":"LAC+USC Medical Center","ror":"https://ror.org/04xzj3x20","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1328359107","https://openalex.org/I1342924430"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Urbashi Mitra","raw_affiliation_strings":["Dep. of Electrical Eng., USC, CA, US","Dept. of Electr. Eng., USC, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Dep. of Electrical Eng., USC, CA, US","institution_ids":["https://openalex.org/I1342924430"]},{"raw_affiliation_string":"Dept. of Electr. Eng., USC, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1342924430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076381426","display_name":"Ertem Tuncel","orcid":"https://orcid.org/0000-0001-9002-7562"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ertem Tuncel","raw_affiliation_strings":["Dep. of Electrical Eng., UC Riverside, CA, US","Dept. of Electr. Eng., UC Riverside, Riverside, CA, USA"],"affiliations":[{"raw_affiliation_string":"Dep. of Electrical Eng., UC Riverside, CA, US","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"Dept. of Electr. Eng., UC Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026459097","display_name":"Kenneth Rose","orcid":"https://orcid.org/0000-0001-9463-2647"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth Rose","raw_affiliation_strings":["Dep. of Electrical-Computer Eng., UCSB, CA, US","Dept. of Electr.-Comput. Eng., UCSB, Santa Barbara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Dep. of Electrical-Computer Eng., UCSB, CA, US","institution_ids":[]},{"raw_affiliation_string":"Dept. of Electr.-Comput. Eng., UCSB, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012879525"],"corresponding_institution_ids":["https://openalex.org/I1174212","https://openalex.org/I1342924430"],"apc_list":null,"apc_paid":null,"fwci":1.256,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82968791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2","issue":null,"first_page":"2057","last_page":"2061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9987000226974487,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9987000226974487,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9890000224113464,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9807000160217285,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/codebook","display_name":"Codebook","score":0.8980615139007568},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.7865660190582275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7423589825630188},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5861178040504456},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5610541701316833},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5509504675865173},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.48758310079574585},{"id":"https://openalex.org/keywords/distributed-source-coding","display_name":"Distributed source coding","score":0.47238779067993164},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4695383310317993},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4475720524787903},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.43991464376449585},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4356841444969177},{"id":"https://openalex.org/keywords/multiple-description-coding","display_name":"Multiple description coding","score":0.41445234417915344},{"id":"https://openalex.org/keywords/variable-length-code","display_name":"Variable-length code","score":0.3065967559814453},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1773369014263153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.175537109375},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07003176212310791}],"concepts":[{"id":"https://openalex.org/C127759330","wikidata":"https://www.wikidata.org/wiki/Q637416","display_name":"Codebook","level":2,"score":0.8980615139007568},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.7865660190582275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7423589825630188},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5861178040504456},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5610541701316833},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5509504675865173},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.48758310079574585},{"id":"https://openalex.org/C200801453","wikidata":"https://www.wikidata.org/wiki/Q5283181","display_name":"Distributed source coding","level":4,"score":0.47238779067993164},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4695383310317993},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4475720524787903},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.43991464376449585},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4356841444969177},{"id":"https://openalex.org/C135554599","wikidata":"https://www.wikidata.org/wiki/Q3682206","display_name":"Multiple description coding","level":3,"score":0.41445234417915344},{"id":"https://openalex.org/C60603091","wikidata":"https://www.wikidata.org/wiki/Q2981616","display_name":"Variable-length code","level":3,"score":0.3065967559814453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1773369014263153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.175537109375},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07003176212310791},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit.2014.6875195","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2014.6875195","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Symposium on Information Theory","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4399999976158142,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1494099594","https://openalex.org/W1580306787","https://openalex.org/W1608472120","https://openalex.org/W1967750896","https://openalex.org/W1990992471","https://openalex.org/W2020135934","https://openalex.org/W2042815407","https://openalex.org/W2086614592","https://openalex.org/W2095713061","https://openalex.org/W2111992817","https://openalex.org/W2135469284","https://openalex.org/W2147738283","https://openalex.org/W2154270057","https://openalex.org/W2155676967","https://openalex.org/W2158643165","https://openalex.org/W2565824138","https://openalex.org/W3216977419","https://openalex.org/W4300840296"],"related_works":["https://openalex.org/W2898530548","https://openalex.org/W2118198683","https://openalex.org/W2138256990","https://openalex.org/W2148567998","https://openalex.org/W2006979414","https://openalex.org/W4387527003","https://openalex.org/W2184634366","https://openalex.org/W1557690772","https://openalex.org/W2572458422","https://openalex.org/W2106889613"],"abstract_inverted_index":{"Exploration":[0],"versus":[1],"exploitation":[2],"in":[3,13,64,114,140,187],"a":[4,8,31,40,49,53,58,83,95,109,149,158],"sensor":[5],"field":[6],"with":[7,116],"mobile":[9],"agent":[10],"is":[11,21,30,76,90,112,168],"examined":[12],"the":[14,22,44,61,65,78,86,93,119,125,153,162,190,201,204],"context":[15],"of":[16,43,52,55,60,85,100,121,127,142,146,189,192],"source":[17,73],"coding.":[18],"The":[19,28,36,71,97,144],"encoder":[20,37,94,154],"low":[23],"complexity":[24,33],"data":[25],"gathering":[26],"agent.":[27],"decoder":[29,163],"high":[32],"fusion":[34],"center.":[35],"first":[38,66],"sends":[39],"coarse":[41],"description":[42,51],"random":[45,137],"field,":[46],"then":[47],"transmits":[48],"refined":[50],"region":[54],"interest,":[56],"i.e.,":[57],"subset":[59,84],"correlated":[62,87],"sources":[63,88,122,161],"stage":[67],"and":[68,123,177,203],"so":[69],"on.":[70],"main":[72],"coding":[74,102],"challenge":[75],"that":[77,89,111,170],"receiver":[79],"wants":[80,164],"to":[81,92,118,165],"refine":[82],"unknown":[91],"priori.":[96],"conventional":[98],"approach":[99],"scalable":[101],"via":[103],"conditional":[104],"codebook":[105,110],"encoding":[106,206],"(CCE)":[107],"requires":[108],"exponential":[113],"size":[115],"respect":[117],"number":[120,126,191],"also":[124],"refinement":[128],"stages.":[129],"This":[130],"paper":[131],"studies":[132],"an":[133],"alternative":[134],"approach,":[135],"using":[136],"binning":[138],"(RB),":[139],"lieu":[141],"CCE.":[143],"universality":[145],"RB":[147,171],"plays":[148],"key":[150],"role,":[151],"as":[152],"does":[155,172],"not":[156,173],"know":[157],"priori":[159],"which":[160],"refine.":[166],"It":[167],"shown":[169],"introduce":[174],"any":[175],"loss":[176],"can":[178],"effectively":[179],"replace":[180],"CCE":[181],"while":[182],"providing":[183],"significant":[184],"storage":[185],"reduction":[186],"terms":[188],"codewords":[193],"stored.":[194],"Achievable":[195],"rate":[196],"regions":[197],"are":[198],"derived":[199],"for":[200],"single":[202],"multi-terminal":[205],"settings.":[207]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}