{"id":"https://openalex.org/W2157197146","doi":"https://doi.org/10.1109/itw.2014.6970868","title":"Capacity estimation of two-dimensional channels using Sequential Monte Carlo","display_name":"Capacity estimation of two-dimensional channels using Sequential Monte Carlo","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2157197146","doi":"https://doi.org/10.1109/itw.2014.6970868","mag":"2157197146"},"language":"en","primary_location":{"id":"doi:10.1109/itw.2014.6970868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw.2014.6970868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Information Theory Workshop (ITW 2014)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-112966","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020493508","display_name":"Christian A. Naesseth","orcid":"https://orcid.org/0000-0002-2452-8374"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Christian A. Naesseth","raw_affiliation_strings":["Division of Automatic Control, Link\u00f6ping University, Link\u00f6ping, Sweden"],"affiliations":[{"raw_affiliation_string":"Division of Automatic Control, Link\u00f6ping University, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045048407","display_name":"Fredrik Lindsten","orcid":"https://orcid.org/0000-0003-3749-5820"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fredrik Lindsten","raw_affiliation_strings":["Department of Engineering, University of Cambridge, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083090794","display_name":"Thomas B. Sch\u00f6n","orcid":"https://orcid.org/0000-0001-5183-234X"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Thomas B. Schon","raw_affiliation_strings":["Department of Information Technology, Uppsala University, Uppsala, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Uppsala University, Uppsala, Sweden","institution_ids":["https://openalex.org/I123387679"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020493508"],"corresponding_institution_ids":["https://openalex.org/I102134673"],"apc_list":null,"apc_paid":null,"fwci":1.3022,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82462791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"431","last_page":"435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12404","display_name":"Mathematical Approximation and Integration","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.7847751379013062},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6992912888526917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6777673363685608},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6330086588859558},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5791407823562622},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5619004368782043},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44799911975860596},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22764435410499573},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1462191939353943},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08811447024345398}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7847751379013062},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6992912888526917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6777673363685608},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6330086588859558},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5791407823562622},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5619004368782043},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44799911975860596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22764435410499573},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1462191939353943},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08811447024345398},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"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":2,"locations":[{"id":"doi:10.1109/itw.2014.6970868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw.2014.6970868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Information Theory Workshop (ITW 2014)","raw_type":"proceedings-article"},{"id":"pmh:oai:DiVA.org:liu-112966","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-112966","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:DiVA.org:liu-112966","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-112966","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G395299936","display_name":null,"funder_award_id":"EP/K020153/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W277831955","https://openalex.org/W1483307070","https://openalex.org/W1511986666","https://openalex.org/W1579764623","https://openalex.org/W1985037657","https://openalex.org/W2053382619","https://openalex.org/W2104557113","https://openalex.org/W2105353526","https://openalex.org/W2111787305","https://openalex.org/W2121448470","https://openalex.org/W2131598171","https://openalex.org/W2161202741","https://openalex.org/W2163803489","https://openalex.org/W2172504374","https://openalex.org/W2173623812","https://openalex.org/W2612956293","https://openalex.org/W2963198636","https://openalex.org/W3183284869","https://openalex.org/W4233487859","https://openalex.org/W4244486013","https://openalex.org/W4285719527","https://openalex.org/W6683970250"],"related_works":["https://openalex.org/W2012531322","https://openalex.org/W2402761219","https://openalex.org/W4231775656","https://openalex.org/W2393870460","https://openalex.org/W2046435967","https://openalex.org/W2785900585","https://openalex.org/W2353730437","https://openalex.org/W2490303674","https://openalex.org/W2254578859","https://openalex.org/W4284894156"],"abstract_inverted_index":{"We":[0],"derive":[1],"a":[2,44,59],"new":[3],"Sequential-Monte-Carlo-based":[4],"algorithm":[5,40],"to":[6],"estimate":[7],"the":[8,19,23,32],"capacity":[9,21],"of":[10,22,52],"two-dimensional":[11],"channel":[12],"models.":[13],"The":[14,38],"focus":[15],"is":[16,35,41],"on":[17],"computing":[18],"noiseless":[20],"2-D":[24],"(1,":[25],"\u221e)":[26],"run-length":[27],"limited":[28],"constrained":[29],"channel,":[30],"but":[31],"underlying":[33],"idea":[34],"generally":[36],"applicable.":[37],"proposed":[39],"profiled":[42],"against":[43],"state-of-the-art":[45],"method,":[46],"yielding":[47],"more":[48],"than":[49],"an":[50],"order":[51],"magnitude":[53],"improvement":[54],"in":[55],"estimation":[56],"accuracy":[57],"for":[58],"given":[60],"computation":[61],"time.":[62]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"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"}
