{"id":"https://openalex.org/W2886430372","doi":"https://doi.org/10.1109/icc.2018.8422762","title":"Network Association for Cognitive Communication and Radar Co-Systems: A POMDP Formulation","display_name":"Network Association for Cognitive Communication and Radar Co-Systems: A POMDP Formulation","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2886430372","doi":"https://doi.org/10.1109/icc.2018.8422762","mag":"2886430372"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2018.8422762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8422762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100426898","display_name":"Jingjing Wang","orcid":"https://orcid.org/0000-0003-3170-8952"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingjing Wang","raw_affiliation_strings":["Tsinghua National Laboratory for Information Science and Technology (TNList)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua National Laboratory for Information Science and Technology (TNList)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004623284","display_name":"Sanghai Guan","orcid":"https://orcid.org/0000-0003-4574-5682"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sanghai Guan","raw_affiliation_strings":["Tsinghua National Laboratory for Information Science and Technology (TNList)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua National Laboratory for Information Science and Technology (TNList)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005072193","display_name":"Chunxiao Jiang","orcid":"https://orcid.org/0000-0002-3703-121X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunxiao Jiang","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100445026","display_name":"Hongming Zhang","orcid":"https://orcid.org/0000-0001-6133-693X"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hongming Zhang","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002346706","display_name":"Yong Ren","orcid":"https://orcid.org/0000-0003-0312-9371"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Ren","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":null,"display_name":"Lajos Hanzo","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lajos Hanzo","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4524,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52519782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9998999834060669,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9998999834060669,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9843000173568726,"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/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.9046797752380371},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8056353330612183},{"id":"https://openalex.org/keywords/underlay","display_name":"Underlay","score":0.6667866706848145},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.6139673590660095},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5983630418777466},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4828410744667053},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4623289108276367},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.45433101058006287},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4494466781616211},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.44867584109306335},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4200403094291687},{"id":"https://openalex.org/keywords/cognitive-network","display_name":"Cognitive network","score":0.4130456745624542},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.40606316924095154},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40566277503967285},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.3156152665615082},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.29460567235946655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27002379298210144},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22090968489646912},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.16511571407318115},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12404453754425049}],"concepts":[{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.9046797752380371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8056353330612183},{"id":"https://openalex.org/C2777679929","wikidata":"https://www.wikidata.org/wiki/Q7883709","display_name":"Underlay","level":3,"score":0.6667866706848145},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.6139673590660095},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5983630418777466},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4828410744667053},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4623289108276367},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.45433101058006287},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4494466781616211},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.44867584109306335},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4200403094291687},{"id":"https://openalex.org/C32542511","wikidata":"https://www.wikidata.org/wiki/Q5141225","display_name":"Cognitive network","level":4,"score":0.4130456745624542},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.40606316924095154},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40566277503967285},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.3156152665615082},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.29460567235946655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27002379298210144},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22090968489646912},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.16511571407318115},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12404453754425049},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc.2018.8422762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8422762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:425780","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/425780/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1976334742","https://openalex.org/W1996804776","https://openalex.org/W2044375425","https://openalex.org/W2050730118","https://openalex.org/W2059283901","https://openalex.org/W2073291172","https://openalex.org/W2121863487","https://openalex.org/W2138069856","https://openalex.org/W2153620960","https://openalex.org/W2399196140","https://openalex.org/W2533394141","https://openalex.org/W2547130362","https://openalex.org/W2549593124","https://openalex.org/W2562947506","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W2096013579","https://openalex.org/W52153049","https://openalex.org/W1760611253","https://openalex.org/W1589140671","https://openalex.org/W2951545791","https://openalex.org/W1515117609","https://openalex.org/W2294884454","https://openalex.org/W4323315247","https://openalex.org/W3169161914","https://openalex.org/W4321379664"],"abstract_inverted_index":{"In":[0],"order":[1,97],"to":[2,98],"beneficially":[3],"exploit":[4],"wireless":[5],"spectral":[6],"resources,":[7],"spectrum":[8],"sharing":[9],"between":[10],"communication":[11,65],"systems":[12,15],"and":[13,90],"radar":[14,63],"has":[16],"become":[17],"a":[18,40,78],"popular":[19],"research":[20],"topic.":[21],"However,":[22],"traditional":[23],"network":[24,48,54,107],"association":[25,49,108],"strategies":[26],"may":[27],"not":[28],"result":[29],"in":[30,96],"an":[31],"efficient":[32],"co-system.":[33],"We":[34],"circumvent":[35],"this":[36],"problem":[37],"by":[38],"formulating":[39],"partially":[41],"observable":[42],"Markov":[43],"decision":[44],"process":[45],"(POMDP)":[46],"aided":[47],"scheme.":[50,109],"For":[51],"maximizing":[52],"the":[53,58,62,87,100],"throughput,":[55],"whilst":[56],"minimizing":[57],"interference":[59],"imposed":[60],"on":[61],"user,":[64],"users":[66],"are":[67,94],"capable":[68],"of":[69,102],"adaptively":[70],"selecting":[71],"underlay":[72],"or":[73],"overlay":[74],"access":[75],"mode.":[76],"Moreover,":[77],"near-optimal":[79],"reinforcement":[80],"learning":[81],"algorithm":[82],"is":[83],"proposed":[84,104],"considering":[85],"both":[86],"computational":[88],"complexity":[89],"feasibility.":[91],"Finally,":[92],"simulations":[93],"conducted":[95],"evaluate":[99],"effectiveness":[101],"our":[103],"POMDP":[105],"based":[106]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}