{"id":"https://openalex.org/W4400275556","doi":"https://doi.org/10.1109/tccn.2024.3414394","title":"Cooperative NOMA Empowered Integrated Sensing and Communication: Joint Beamforming and User Pairing","display_name":"Cooperative NOMA Empowered Integrated Sensing and Communication: Joint Beamforming and User Pairing","publication_year":2024,"publication_date":"2024-07-03","ids":{"openalex":"https://openalex.org/W4400275556","doi":"https://doi.org/10.1109/tccn.2024.3414394"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2024.3414394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3414394","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"},"type":"article","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/A5094001431","display_name":"Ali Amhaz","orcid":"https://orcid.org/0009-0000-2290-8253"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Ali Amhaz","raw_affiliation_strings":["CIISE, Concordia University, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"CIISE, Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059101599","display_name":"Mohamed Elhattab","orcid":"https://orcid.org/0000-0001-7682-9972"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed Elhattab","raw_affiliation_strings":["CIISE, Concordia University, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"CIISE, Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072393948","display_name":"Chadi Assi","orcid":"https://orcid.org/0000-0002-3161-1846"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chadi Assi","raw_affiliation_strings":["CIISE, Concordia University, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"CIISE, Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071725114","display_name":"Sanaa Sharafeddine","orcid":"https://orcid.org/0000-0001-6548-1624"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Sanaa Sharafeddine","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5094001431"],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":0.4107,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60122588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"10","issue":"6","first_page":"2164","last_page":"2176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9972000122070312,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9972000122070312,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9961000084877014,"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9914000034332275,"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/noma","display_name":"Noma","score":0.9105692505836487},{"id":"https://openalex.org/keywords/pairing","display_name":"Pairing","score":0.8634270429611206},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.7567496299743652},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.7259344458580017},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5074755549430847},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3534737527370453},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24427074193954468},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08484447002410889},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.08163851499557495}],"concepts":[{"id":"https://openalex.org/C2775918612","wikidata":"https://www.wikidata.org/wiki/Q994794","display_name":"Noma","level":3,"score":0.9105692505836487},{"id":"https://openalex.org/C14103023","wikidata":"https://www.wikidata.org/wiki/Q11681459","display_name":"Pairing","level":3,"score":0.8634270429611206},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.7567496299743652},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.7259344458580017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5074755549430847},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3534737527370453},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24427074193954468},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08484447002410889},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.08163851499557495},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C54101563","wikidata":"https://www.wikidata.org/wiki/Q124131","display_name":"Superconductivity","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2024.3414394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3414394","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321588","display_name":"Concordia University","ror":"https://ror.org/0420zvk78"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1690504809","https://openalex.org/W2109012875","https://openalex.org/W2118173881","https://openalex.org/W2119456443","https://openalex.org/W2132573853","https://openalex.org/W2155951048","https://openalex.org/W2167262128","https://openalex.org/W2557151866","https://openalex.org/W2561513818","https://openalex.org/W2765137961","https://openalex.org/W2770297067","https://openalex.org/W2902492705","https://openalex.org/W2904224934","https://openalex.org/W2964202652","https://openalex.org/W3042947014","https://openalex.org/W3045917450","https://openalex.org/W3155009888","https://openalex.org/W3155535021","https://openalex.org/W3194620979","https://openalex.org/W4205407795","https://openalex.org/W4206542241","https://openalex.org/W4226214976","https://openalex.org/W4283688659","https://openalex.org/W4285275649","https://openalex.org/W4312968938","https://openalex.org/W4315783260","https://openalex.org/W4319068985","https://openalex.org/W4321482236","https://openalex.org/W4321483767","https://openalex.org/W4377079810","https://openalex.org/W4386473203","https://openalex.org/W4392152236"],"related_works":["https://openalex.org/W3030525848","https://openalex.org/W4385197910","https://openalex.org/W2340639785","https://openalex.org/W3010814398","https://openalex.org/W4385197899","https://openalex.org/W3005957545","https://openalex.org/W2076432172","https://openalex.org/W4309235375","https://openalex.org/W2887349183","https://openalex.org/W4364360709"],"abstract_inverted_index":{"In":[0,78],"this":[1,83,138],"paper,":[2],"we":[3,40,81,136,158,174],"consider":[4],"a":[5,20,30,160,176],"downlink":[6],"communication":[7,27,97,120],"and":[8,34,50,111,121,148,168,220],"sensing":[9,35,76,122],"system":[10,201],"where":[11,206],"cooperative":[12,46],"non-orthogonal":[13],"multiple":[14,21,226],"access":[15,22,227],"(C-NOMA)":[16],"is":[17],"adopted":[18,199],"as":[19,85],"technique":[23],"to":[24,29,37,66,70,74,89,129,180,214,217,223],"jointly":[25,100],"provide":[26],"functionality":[28,36],"set":[31],"of":[32,45,56,95,124,132,185,197,238],"users":[33,53,69,98],"targets.":[38],"Specifically,":[39],"leverage":[41],"the":[42,58,62,75,91,96,102,109,118,130,133,144,149,155,182,186,190,195,239],"potential":[43],"gains":[44,211],"links":[47],"between":[48],"far":[49,67],"near":[51,112],"NOMA":[52,68],"in":[54],"terms":[55],"reducing":[57],"power":[59,115,150],"allocated":[60],"from":[61],"base":[63],"station":[64],"(BS)":[65],"dedicate":[71],"more":[72],"resources":[73],"function.":[77],"doing":[79],"so,":[80],"formulate":[82],"framework":[84],"an":[86],"optimization":[87],"problem":[88,139],"maximize":[90],"achievable":[92],"sum":[93],"rate":[94],"by":[99],"optimizing":[101],"users\u2019":[103,113],"pairing":[104,162,231,241],"scheme,":[105],"transmit":[106,114],"beamforming":[107],"at":[108],"BS,":[110],"while":[116],"respecting":[117],"required":[119],"quality":[123],"service":[125],"(QoS)":[126],"constraints.":[127],"Owing":[128],"non-convexity":[131],"formulated":[134],"problem,":[135],"divide":[137],"into":[140],"two":[141],"sub-problems,":[142],"namely":[143],"user":[145],"paring":[146],"sub-problem":[147],"allocation":[151],"sub-problem.":[152,188],"To":[153],"solve":[154],"first":[156],"sub-problem,":[157],"present":[159],"novel":[161],"approach":[163],"that":[164,237],"exploits":[165],"channel":[166],"orthogonality":[167],"correlation":[169],"among":[170],"different":[171],"users.":[172],"Then,":[173],"define":[175],"double-layer":[177],"penalty-based":[178],"algorithm":[179],"handle":[181],"non-convex":[183],"structure":[184],"second":[187],"Finally,":[189],"numerical":[191],"results":[192],"clearly":[193],"showed":[194],"effectiveness":[196],"our":[198,207,230],"C-NOMA":[200],"over":[202],"traditional":[203,218],"baseline":[204],"schemes,":[205],"proposed":[208],"scheme":[209],"achieves":[210],"reaching":[212,235],"up":[213],"20%":[215],"compared":[216,222],"NOMA,":[219],"40%":[221],"spatial":[224],"division":[225],"(SDMA).":[228],"Moreover,":[229],"strategy":[232],"achieved":[233],"performance":[234],"95%":[236],"optimal":[240],"scheme.":[242]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
