{"id":"https://openalex.org/W3011484607","doi":"https://doi.org/10.1109/iccworkshops49005.2020.9145080","title":"Reinforcement Learning for Mitigating Intermittent Interference in Terahertz Communication Networks","display_name":"Reinforcement Learning for Mitigating Intermittent Interference in Terahertz Communication Networks","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3011484607","doi":"https://doi.org/10.1109/iccworkshops49005.2020.9145080","mag":"3011484607"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops49005.2020.9145080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops49005.2020.9145080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications Workshops (ICC Workshops)","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/2003.04832","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072904820","display_name":"Reza Barazideh","orcid":"https://orcid.org/0000-0002-2102-0639"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Reza Barazideh","raw_affiliation_strings":["Department of ECE, Kansas State University, Manhattan, KS, USA","KANSAS STATE UNIVERSITY"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]},{"raw_affiliation_string":"KANSAS STATE UNIVERSITY","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058318447","display_name":"Omid Semiari","orcid":"https://orcid.org/0000-0001-6943-4868"},"institutions":[{"id":"https://openalex.org/I888729015","display_name":"University of Colorado Colorado Springs","ror":"https://ror.org/054spjc55","country_code":"US","type":"education","lineage":["https://openalex.org/I888729015"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omid Semiari","raw_affiliation_strings":["Department of ECE, University of Colorado Colorado Spring, CO, USA","University of Colorado Colorado Springs"],"affiliations":[{"raw_affiliation_string":"Department of ECE, University of Colorado Colorado Spring, CO, USA","institution_ids":["https://openalex.org/I888729015"]},{"raw_affiliation_string":"University of Colorado Colorado Springs","institution_ids":["https://openalex.org/I888729015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058404264","display_name":"Solmaz Niknam","orcid":"https://orcid.org/0000-0003-3538-7869"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Solmaz Niknam","raw_affiliation_strings":["Department of ECE, Virginia Tech, Blacksburg, VA, USA","Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003778401","display_name":"Balasubramaniam Natarajan","orcid":"https://orcid.org/0000-0001-6429-9003"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Balasubramaniam Natarajan","raw_affiliation_strings":["Department of ECE, Kansas State University, Manhattan, KS, USA","KANSAS STATE UNIVERSITY"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]},{"raw_affiliation_string":"KANSAS STATE UNIVERSITY","institution_ids":["https://openalex.org/I189590672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072904820"],"corresponding_institution_ids":["https://openalex.org/I189590672"],"apc_list":null,"apc_paid":null,"fwci":0.4148,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.60178202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998000264167786,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998000264167786,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998000264167786,"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/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7871406674385071},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7430101633071899},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5899735689163208},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5029529929161072},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5018353462219238},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.5007801055908203},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4623154103755951},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4242517352104187},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.36424630880355835},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35184788703918457},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3450619578361511},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33995965123176575},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.32043078541755676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23108038306236267},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11815813183784485}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7871406674385071},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7430101633071899},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5899735689163208},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5029529929161072},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5018353462219238},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.5007801055908203},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4623154103755951},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4242517352104187},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.36424630880355835},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35184788703918457},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3450619578361511},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33995965123176575},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.32043078541755676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23108038306236267},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11815813183784485},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/iccworkshops49005.2020.9145080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops49005.2020.9145080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2003.04832","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.04832","pdf_url":"https://arxiv.org/pdf/2003.04832","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":null,"raw_type":"text"},{"id":"mag:3011484607","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2003.04832.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":"doi:10.48550/arxiv.2003.04832","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2003.04832","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:2003.04832","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.04832","pdf_url":"https://arxiv.org/pdf/2003.04832","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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011484607.pdf","grobid_xml":"https://content.openalex.org/works/W3011484607.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1590772317","https://openalex.org/W1991056455","https://openalex.org/W2034378509","https://openalex.org/W2105147296","https://openalex.org/W2111096422","https://openalex.org/W2146761479","https://openalex.org/W2168405694","https://openalex.org/W2786098118","https://openalex.org/W2825056673","https://openalex.org/W2899506590","https://openalex.org/W2901587720","https://openalex.org/W2908297746","https://openalex.org/W2922405712","https://openalex.org/W2962819920","https://openalex.org/W2963288612","https://openalex.org/W2963339597","https://openalex.org/W3133603318","https://openalex.org/W6752925838"],"related_works":["https://openalex.org/W3044650002","https://openalex.org/W2768950606","https://openalex.org/W3011242575","https://openalex.org/W2761142670","https://openalex.org/W3011140934","https://openalex.org/W3096599635","https://openalex.org/W2203554806","https://openalex.org/W3170370018","https://openalex.org/W3097980193","https://openalex.org/W207596765","https://openalex.org/W2941446538","https://openalex.org/W73165677","https://openalex.org/W2291967915","https://openalex.org/W2742254918","https://openalex.org/W997503102","https://openalex.org/W1911410646","https://openalex.org/W2970186985","https://openalex.org/W2523567589","https://openalex.org/W3113928268","https://openalex.org/W2950387505"],"abstract_inverted_index":{"Emerging":[0],"wireless":[1,25],"services":[2],"with":[3,161,209],"extremely":[4],"high":[5,53],"data":[6],"rate":[7],"requirements,":[8],"such":[9,83],"as":[10,40,141],"real-time":[11],"extended":[12],"reality":[13],"applications,":[14],"mandate":[15],"novel":[16],"solutions":[17],"to":[18,58,117,156],"further":[19],"increase":[20],"the":[21,46,93,122,129,134,137,154,158,169,183,200,205],"capacity":[22],"of":[23,73,168,204],"future":[24],"networks.":[26,81],"In":[27,99],"this":[28,100],"regard,":[29],"leveraging":[30],"large":[31,47,71],"available":[32],"bandwidth":[33],"at":[34,50],"terahertz":[35,80],"frequency":[36],"bands":[37],"is":[38,56,109,139,150,172,189],"seen":[39],"a":[41,70,102,142],"key":[42,166],"enabler.":[43],"To":[44,132],"overcome":[45],"propagation":[48],"loss":[49],"these":[51],"very":[52,162],"frequencies,":[54],"it":[55,174,188],"inevitable":[57],"manage":[59],"transmissions":[60,68],"over":[61,88],"highly":[62],"directional":[63,67,126],"links.":[64],"However,":[65],"uncoordinated":[66],"by":[69],"number":[72],"users":[74],"can":[75,96],"cause":[76],"substantial":[77],"interference":[78,84,124,184,192,213],"in":[79,128,194],"While":[82],"will":[85],"be":[86,97],"received":[87,94],"short":[89],"random":[90],"time":[91,130],"intervals,":[92],"power":[95],"large.":[98],"work,":[101],"new":[103],"framework":[104],"based":[105],"on":[106,178],"reinforcement":[107],"learning":[108],"proposed":[110,151,170,206],"that":[111,152,173],"uses":[112],"an":[113,148],"adaptive":[114],"multi-thresholding":[115],"strategy":[116],"efficiently":[118],"detect":[119],"and":[120,186],"mitigate":[121],"intermittent":[123],"from":[125],"links":[127],"domain.":[131],"find":[133],"optimal":[135,159],"thresholds,":[136],"problem":[138],"formulated":[140],"multidimensional":[143],"multi-armed":[144],"bandit":[145],"system.":[146],"Then,":[147],"algorithm":[149],"allows":[153],"receiver":[155],"learn":[157],"thresholds":[160],"low":[163],"complexity.":[164],"Another":[165],"advantage":[167],"approach":[171],"does":[175],"not":[176],"rely":[177],"any":[179],"prior":[180],"knowledge":[181],"about":[182],"statistics,":[185],"hence,":[187],"suitable":[190],"for":[191],"mitigation":[193,214],"dynamic":[195],"scenarios.":[196],"Simulation":[197],"results":[198],"confirm":[199],"superior":[201],"bit-error-rate":[202],"performance":[203],"method":[207],"compared":[208],"two":[210],"traditional":[211],"time-domain":[212],"approaches.":[215]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}