{"id":"https://openalex.org/W1668573605","doi":"https://doi.org/10.1109/isit.2015.7282508","title":"A General Formula for Compound Channel Capacity","display_name":"A General Formula for Compound Channel Capacity","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1668573605","doi":"https://doi.org/10.1109/isit.2015.7282508","mag":"1668573605"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2015.7282508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2015.7282508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1604.01434","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065761968","display_name":"Sergey Loyka","orcid":"https://orcid.org/0000-0002-6405-5524"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sergey Loyka","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada","School of Electrical Engineering & Computer Science University of Ottawa Ottawa, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6405-5524","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada","institution_ids":[]},{"raw_affiliation_string":"School of Electrical Engineering & Computer Science University of Ottawa Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035087201","display_name":"Charalambos D. Charalambous","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CA","CY"],"is_corresponding":false,"raw_author_name":"Charalambos D. Charalambous","raw_affiliation_strings":["Electronics and Communication Engineering Department, University of Cyprus, Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Communication Engineering Department, University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I34771391"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065761968"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":0.2008,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57437384,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"14","issue":"7","first_page":"3971","last_page":"3991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9991000294685364,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9990000128746033,"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/converse","display_name":"Converse","score":0.8399826288223267},{"id":"https://openalex.org/keywords/lemma","display_name":"Lemma (botany)","score":0.7322870492935181},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.7162458896636963},{"id":"https://openalex.org/keywords/channel-capacity","display_name":"Channel capacity","score":0.6408647894859314},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5687428712844849},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4642561078071594},{"id":"https://openalex.org/keywords/information-theory","display_name":"Information theory","score":0.45723044872283936},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.4358023405075073},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.4288567304611206},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4260375499725342},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.32477766275405884},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.32417815923690796},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2836819887161255},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.27881908416748047},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18222206830978394},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11226078867912292}],"concepts":[{"id":"https://openalex.org/C2776809875","wikidata":"https://www.wikidata.org/wiki/Q1375963","display_name":"Converse","level":2,"score":0.8399826288223267},{"id":"https://openalex.org/C2777759810","wikidata":"https://www.wikidata.org/wiki/Q149316","display_name":"Lemma (botany)","level":3,"score":0.7322870492935181},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.7162458896636963},{"id":"https://openalex.org/C97744766","wikidata":"https://www.wikidata.org/wiki/Q870845","display_name":"Channel capacity","level":3,"score":0.6408647894859314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5687428712844849},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4642561078071594},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.45723044872283936},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.4358023405075073},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.4288567304611206},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4260375499725342},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.32477766275405884},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.32417815923690796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2836819887161255},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.27881908416748047},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18222206830978394},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11226078867912292},{"id":"https://openalex.org/C46757340","wikidata":"https://www.wikidata.org/wiki/Q43238","display_name":"Poaceae","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/isit.2015.7282508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2015.7282508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"doi:10.1109/tit.2016.2562000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2016.2562000","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Theory","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1604.01434","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.01434","pdf_url":"https://arxiv.org/pdf/1604.01434","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:1668573605","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1604.01434.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.723.3219","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.723.3219","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.site.uottawa.ca/%7Esloyka/papers/2015/ISIT-15_22.01.15_2c.pdf","raw_type":"text"},{"id":"doi:10.48550/arxiv.1604.01434","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1604.01434","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1604.01434","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.01434","pdf_url":"https://arxiv.org/pdf/1604.01434","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1668573605.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W368265031","https://openalex.org/W1549664537","https://openalex.org/W1965211251","https://openalex.org/W1997176148","https://openalex.org/W2017639110","https://openalex.org/W2020347709","https://openalex.org/W2076524464","https://openalex.org/W2091891040","https://openalex.org/W2098257210","https://openalex.org/W2099111195","https://openalex.org/W2138129780","https://openalex.org/W2142522684","https://openalex.org/W2155070398","https://openalex.org/W2162635854","https://openalex.org/W2548017579","https://openalex.org/W2947000318","https://openalex.org/W3190451510","https://openalex.org/W4251984466","https://openalex.org/W4302366875","https://openalex.org/W6673454950","https://openalex.org/W6763546739"],"related_works":["https://openalex.org/W3103204026","https://openalex.org/W3198378420","https://openalex.org/W3100883825","https://openalex.org/W3080397192","https://openalex.org/W1984720421","https://openalex.org/W2282357139","https://openalex.org/W1515958219","https://openalex.org/W2294209679","https://openalex.org/W2109093894","https://openalex.org/W3100230369","https://openalex.org/W1993172211","https://openalex.org/W1698809034","https://openalex.org/W1679133476","https://openalex.org/W2168792807","https://openalex.org/W2951108194","https://openalex.org/W2995854388","https://openalex.org/W2168365831","https://openalex.org/W3037169039","https://openalex.org/W3099232516","https://openalex.org/W2553967535"],"abstract_inverted_index":{"A":[0,25],"general":[1,59],"formula":[2,60],"for":[3,61],"the":[4,21,39,52,58],"capacity":[5,63],"of":[6],"arbitrary":[7,67],"compound":[8,40,54,68],"channels,":[9],"which":[10],"are":[11],"not":[12],"necessarily":[13,71],"ergodic,":[14],"stationary":[15],"or":[16,73],"information-stable,":[17],"is":[18,29],"obtained":[19],"using":[20],"information":[22],"density":[23],"approach.":[24],"direct":[26],"(constructive)":[27],"proof":[28],"given.":[30],"To":[31],"prove":[32,45],"achievability,":[33],"we":[34,47],"generalize":[35,48],"Feinstein":[36],"Lemma":[37,50],"to":[38,44,51,66],"channel":[41,62],"setting,":[42],"and":[43],"converse,":[46],"Verdu-Han":[49],"same":[53],"setting.":[55],"This":[56],"extends":[57],"in":[64],"[8]":[65],"channels":[69],"(not":[70],"finite-state":[72],"countable).":[74]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}