{"id":"https://openalex.org/W3216443224","doi":"https://doi.org/10.1109/itw48936.2021.9611413","title":"On Distributed Hypothesis Testing with Constant-Bit Communication Constraints","display_name":"On Distributed Hypothesis Testing with Constant-Bit Communication Constraints","publication_year":2021,"publication_date":"2021-10-17","ids":{"openalex":"https://openalex.org/W3216443224","doi":"https://doi.org/10.1109/itw48936.2021.9611413","mag":"3216443224"},"language":"en","primary_location":{"id":"doi:10.1109/itw48936.2021.9611413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw48936.2021.9611413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Information Theory Workshop (ITW)","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/A5054043281","display_name":"Xiangxiang Xu","orcid":"https://orcid.org/0000-0002-4178-0934"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangxiang Xu","raw_affiliation_strings":["DSIT Research Center Tsinghua\u2013Berkeley Shenzhen Institute, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"DSIT Research Center Tsinghua\u2013Berkeley Shenzhen Institute, Shenzhen, China","institution_ids":["https://openalex.org/I4210114105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088293566","display_name":"Shao\u2010Lun Huang","orcid":"https://orcid.org/0000-0003-2827-4022"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shao-Lun Huang","raw_affiliation_strings":["DSIT Research Center Tsinghua\u2013Berkeley Shenzhen Institute, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"DSIT Research Center Tsinghua\u2013Berkeley Shenzhen Institute, Shenzhen, China","institution_ids":["https://openalex.org/I4210114105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054043281"],"corresponding_institution_ids":["https://openalex.org/I4210114105"],"apc_list":null,"apc_paid":null,"fwci":0.4585,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66787355,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9991999864578247,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.989799976348877,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.6375613808631897},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5961291790008545},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5791031122207642},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.5022201538085938},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4861699938774109},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.47869160771369934},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4762968122959137},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4095335006713867},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3898450434207916},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.382830947637558},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10836958885192871},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10254183411598206}],"concepts":[{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.6375613808631897},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5961291790008545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5791031122207642},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.5022201538085938},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4861699938774109},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.47869160771369934},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4762968122959137},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4095335006713867},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3898450434207916},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.382830947637558},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10836958885192871},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10254183411598206},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itw48936.2021.9611413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw48936.2021.9611413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Information Theory Workshop (ITW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"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":23,"referenced_works":["https://openalex.org/W135467536","https://openalex.org/W1541329568","https://openalex.org/W1549664537","https://openalex.org/W1990844093","https://openalex.org/W1994846830","https://openalex.org/W2014031743","https://openalex.org/W2021547642","https://openalex.org/W2036949103","https://openalex.org/W2059120410","https://openalex.org/W2071851353","https://openalex.org/W2112905930","https://openalex.org/W2157579481","https://openalex.org/W2541884796","https://openalex.org/W2769131234","https://openalex.org/W3216443224","https://openalex.org/W4251448448","https://openalex.org/W4301258660","https://openalex.org/W4302366875","https://openalex.org/W4315575038","https://openalex.org/W4318619660","https://openalex.org/W6632374190","https://openalex.org/W6728757088","https://openalex.org/W6766847793"],"related_works":["https://openalex.org/W2468279273","https://openalex.org/W2354198838","https://openalex.org/W1989130879","https://openalex.org/W2103419012","https://openalex.org/W2988126442","https://openalex.org/W1974414866","https://openalex.org/W2057568687","https://openalex.org/W2167946977","https://openalex.org/W4242191701","https://openalex.org/W2025953124"],"abstract_inverted_index":{"In":[0,24],"this":[1],"paper,":[2],"we":[3,27,61],"consider":[4,41],"the":[5,34,42,53,67,72,81,94,101,108,112,128],"distributed":[6],"hypothesis":[7],"testing":[8],"(DHT)":[9],"problem":[10],"where":[11],"two":[12],"nodes":[13,86,95,113],"are":[14,114],"constrained":[15],"to":[16,20,32,40,52,70],"transmit":[17,88,97],"constant":[18],"bits":[19],"a":[21,58,63],"central":[22],"decoder.":[23],"such":[25,57],"cases,":[26],"show":[28,71],"that":[29],"in":[30,66],"order":[31],"achieve":[33],"optimal":[35,73],"error":[36,75,130],"exponents,":[37],"it":[38],"suffices":[39],"empirical":[43],"distributions":[44],"of":[45,93,111],"observed":[46],"data":[47],"sequences":[48],"and":[49,77,100],"encode":[50],"them":[51],"transmission":[54],"bits.":[55],"With":[56],"coding":[59,78],"strategy,":[60],"develop":[62],"geometric":[64],"approach":[65,121],"distribution":[68,110],"spaces":[69],"achievable":[74],"exponents":[76,131],"scheme":[79],"for":[80,126,132],"following":[82],"cases:":[83],"(i)":[84],"both":[85],"can":[87,96],"$\\log_{2}3$":[89],"bits;":[90],"(ii)":[91],"one":[92,118],"1":[98],"bit,":[99],"other":[102],"node":[103],"is":[104],"not":[105],"constrained;":[106],"(iii)":[107],"joint":[109],"conditionally":[115],"independent":[116],"given":[117],"hypothesis.":[119],"Our":[120],"essentially":[122],"reveals":[123],"new":[124],"potentials":[125],"characterizing":[127],"precise":[129],"DHT":[133],"with":[134],"general":[135],"communication":[136],"constraints.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
