{"id":"https://openalex.org/W3039758050","doi":"https://doi.org/10.1109/vtc2020-spring48590.2020.9128702","title":"Uncertainty Propagation in Neural Network Enabled Multi-Channel Optimisation","display_name":"Uncertainty Propagation in Neural Network Enabled Multi-Channel Optimisation","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3039758050","doi":"https://doi.org/10.1109/vtc2020-spring48590.2020.9128702","mag":"3039758050"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2020-spring48590.2020.9128702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2020-spring48590.2020.9128702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.lib.cranfield.ac.uk/handle/1826/15812","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028152409","display_name":"Chen Li","orcid":"https://orcid.org/0000-0001-6838-9540"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chen Li","raw_affiliation_strings":["Cranfield University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cranfield University","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036534869","display_name":"Schyler C. Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Schyler C. Sun","raw_affiliation_strings":["Cranfield University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cranfield University","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023648639","display_name":"Saba Al\u2013Rubaye","orcid":"https://orcid.org/0000-0003-3293-904X"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Saba Al-Rubaye","raw_affiliation_strings":["Cranfield University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cranfield University","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108122848","display_name":"Antonios Tsourdous","orcid":null},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Antonios Tsourdous","raw_affiliation_strings":["Cranfield University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cranfield University","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062362866","display_name":"Weisi Guo","orcid":"https://orcid.org/0000-0003-3524-3953"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Weisi Guo","raw_affiliation_strings":["Cranfield University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cranfield University","institution_ids":["https://openalex.org/I82284825"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82284825"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9988999962806702,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9988999962806702,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/divergence","display_name":"Divergence (linguistics)","score":0.7333858013153076},{"id":"https://openalex.org/keywords/propagation-of-uncertainty","display_name":"Propagation of uncertainty","score":0.7155959606170654},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.660033106803894},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6142127513885498},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5932537913322449},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5816110372543335},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5637112855911255},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5594365000724792},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5037063956260681},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44527605175971985},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.4362737238407135},{"id":"https://openalex.org/keywords/kullback\u2013leibler-divergence","display_name":"Kullback\u2013Leibler divergence","score":0.4337603449821472},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22763678431510925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22542697191238403},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.14340415596961975},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08755826950073242}],"concepts":[{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.7333858013153076},{"id":"https://openalex.org/C123614077","wikidata":"https://www.wikidata.org/wiki/Q1364905","display_name":"Propagation of uncertainty","level":2,"score":0.7155959606170654},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.660033106803894},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6142127513885498},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5932537913322449},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5816110372543335},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5637112855911255},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5594365000724792},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5037063956260681},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44527605175971985},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.4362737238407135},{"id":"https://openalex.org/C171752962","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Kullback\u2013Leibler divergence","level":2,"score":0.4337603449821472},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22763678431510925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22542697191238403},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.14340415596961975},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08755826950073242},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/vtc2020-spring48590.2020.9128702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2020-spring48590.2020.9128702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.lib.cranfield.ac.uk:1826/15812","is_oa":true,"landing_page_url":"https://dspace.lib.cranfield.ac.uk/handle/1826/15812","pdf_url":null,"source":{"id":"https://openalex.org/S4306401778","display_name":"CERES (Cranfield University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82284825","host_organization_name":"Cranfield University","host_organization_lineage":["https://openalex.org/I82284825"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:dspace.lib.cranfield.ac.uk:1826/15812","is_oa":true,"landing_page_url":"https://dspace.lib.cranfield.ac.uk/handle/1826/15812","pdf_url":null,"source":{"id":"https://openalex.org/S4306401778","display_name":"CERES (Cranfield University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82284825","host_organization_name":"Cranfield University","host_organization_lineage":["https://openalex.org/I82284825"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1530957236","https://openalex.org/W2031921235","https://openalex.org/W2107940303","https://openalex.org/W2202450854","https://openalex.org/W2282821441","https://openalex.org/W2602923095","https://openalex.org/W2739349903","https://openalex.org/W2783558323","https://openalex.org/W2786361328","https://openalex.org/W2807731816","https://openalex.org/W2917852833","https://openalex.org/W2969903051","https://openalex.org/W2992716901","https://openalex.org/W3007943882","https://openalex.org/W3043040891","https://openalex.org/W3046174374","https://openalex.org/W3101417746","https://openalex.org/W6631671364","https://openalex.org/W6753132720","https://openalex.org/W6781964735"],"related_works":["https://openalex.org/W2105321464","https://openalex.org/W2887774187","https://openalex.org/W2388220555","https://openalex.org/W3048739257","https://openalex.org/W1665563134","https://openalex.org/W2963604926","https://openalex.org/W1616881371","https://openalex.org/W1520875569","https://openalex.org/W2199957582","https://openalex.org/W2033178790"],"abstract_inverted_index":{"Multi-channel":[0],"optimisation":[1,17],"relies":[2],"on":[3,111],"accurate":[4],"channel":[5],"state":[6],"information":[7],"(CSI)":[8],"estimation.":[9],"Error":[10],"distributions":[11,31,59],"in":[12,23,53,60,78],"CSI":[13,45,54],"can":[14],"propagate":[15],"through":[16],"algorithms":[18],"to":[19,80,89],"cause":[20],"undesirable":[21],"uncertainty":[22,30,46,70,91,113],"the":[24,69,86,94,103,112,119,127,130],"solution":[25],"space.":[26],"The":[27],"transformation":[28],"of":[29,105,129],"differs":[32],"between":[33],"classic":[34],"heuristic":[35],"and":[36,98,108],"Neural":[37],"Network":[38],"(NN)":[39],"algorithms.":[40,83],"Here,":[41],"we":[42,116],"investigate":[43],"how":[44],"transforms":[47],"from":[48,93],"an":[49],"additive":[50],"Gaussian":[51],"error":[52],"into":[55,68,102],"different":[56],"power":[57,76],"allocation":[58,77],"a":[61],"multi-channel":[62],"system.":[63],"We":[64,84],"offer":[65,99],"theoretical":[66],"insight":[67,101],"propagation":[71],"for":[72],"both":[73],"Water-filling":[74],"(WF)":[75],"comparison":[79],"diverse":[81],"NN":[82,106],"use":[85],"Kullback-Leibler":[87],"divergence":[88],"quantify":[90],"deviation":[92],"trusted":[95],"WF":[96],"algorithm":[97],"some":[100],"role":[104],"structure":[107],"activation":[109,120],"functions":[110],"divergence,":[114],"where":[115],"found":[117],"that":[118],"function":[121],"choice":[122],"is":[123],"more":[124],"important":[125],"than":[126],"size":[128],"neural":[131],"network.":[132]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
