{"id":"https://openalex.org/W4411232142","doi":"https://doi.org/10.1109/lwc.2025.3578657","title":"Balancing Communication and Sensing Hybrid Beamforming With Rank-1 Optimization for mmWave ISAC Systems","display_name":"Balancing Communication and Sensing Hybrid Beamforming With Rank-1 Optimization for mmWave ISAC Systems","publication_year":2025,"publication_date":"2025-06-12","ids":{"openalex":"https://openalex.org/W4411232142","doi":"https://doi.org/10.1109/lwc.2025.3578657"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2025.3578657","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2025.3578657","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","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/A5113192555","display_name":"K. L. Deng","orcid":"https://orcid.org/0009-0008-8025-1024"},"institutions":[{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keding Deng","raw_affiliation_strings":["School of Communication and Electronic Engineering, Jishou University, Jishou, China"],"raw_orcid":"https://orcid.org/0009-0008-8025-1024","affiliations":[{"raw_affiliation_string":"School of Communication and Electronic Engineering, Jishou University, Jishou, China","institution_ids":["https://openalex.org/I144581915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101644134","display_name":"Xuming Wang","orcid":"https://orcid.org/0000-0002-6009-6046"},"institutions":[{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuming Wang","raw_affiliation_strings":["School of Communication and Electronic Engineering, Jishou University, Jishou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication and Electronic Engineering, Jishou University, Jishou, China","institution_ids":["https://openalex.org/I144581915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028775549","display_name":"Hao Xu","orcid":"https://orcid.org/0000-0001-9847-7904"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Xu","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-9847-7904","affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100721850","display_name":"Qingheng Song","orcid":"https://orcid.org/0000-0003-3981-0126"},"institutions":[{"id":"https://openalex.org/I12393601","display_name":"Huaihua University","ror":"https://ror.org/04zn6xq74","country_code":"CN","type":"education","lineage":["https://openalex.org/I12393601"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingheng Song","raw_affiliation_strings":["School of Physics, Electronics, Intelligent Manufacturing, Huaihua University, Huaihua, China"],"raw_orcid":"https://orcid.org/0000-0003-3981-0126","affiliations":[{"raw_affiliation_string":"School of Physics, Electronics, Intelligent Manufacturing, Huaihua University, Huaihua, China","institution_ids":["https://openalex.org/I12393601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084853351","display_name":"Renmin Zhang","orcid":"https://orcid.org/0000-0002-1019-6735"},"institutions":[{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renmin Zhang","raw_affiliation_strings":["School of Communication and Electronic Engineering, Jishou University, Jishou, China"],"raw_orcid":"https://orcid.org/0000-0002-1019-6735","affiliations":[{"raw_affiliation_string":"School of Communication and Electronic Engineering, Jishou University, Jishou, China","institution_ids":["https://openalex.org/I144581915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054341683","display_name":"Yingjing Qian","orcid":"https://orcid.org/0000-0001-9039-1137"},"institutions":[{"id":"https://openalex.org/I12393601","display_name":"Huaihua University","ror":"https://ror.org/04zn6xq74","country_code":"CN","type":"education","lineage":["https://openalex.org/I12393601"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjing Qian","raw_affiliation_strings":["School of Physics, Electronics, Intelligent Manufacturing, Huaihua University, Huaihua, China"],"raw_orcid":"https://orcid.org/0000-0001-9039-1137","affiliations":[{"raw_affiliation_string":"School of Physics, Electronics, Intelligent Manufacturing, Huaihua University, Huaihua, China","institution_ids":["https://openalex.org/I12393601"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3177,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51305673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"14","issue":"9","first_page":"2738","last_page":"2742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T11946","display_name":"Antenna Design and Optimization","score":0.9997000098228455,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9995999932289124,"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/beamforming","display_name":"Beamforming","score":0.7743016481399536},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7146385312080383},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.42862480878829956},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.39597511291503906},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3402366042137146},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3362314701080322},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08122402429580688}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.7743016481399536},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7146385312080383},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.42862480878829956},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39597511291503906},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3402366042137146},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3362314701080322},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08122402429580688},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwc.2025.3578657","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2025.3578657","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1591108836","display_name":null,"funder_award_id":"2020JGZD064","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"},{"id":"https://openalex.org/G6726535798","display_name":"\u667a\u80fd\u53cd\u5c04\u9762\u8f85\u52a9\u592a\u8d6b\u5179\u901a\u4fe1\u6ce2\u675f\u8d4b\u5f62\u4e0e\u4f18\u5316\u6280\u672f\u7814\u7a76","funder_award_id":"62061017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7042540347","display_name":null,"funder_award_id":"24A0380","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320311213","display_name":"Education Department of Hunan Province","ror":"https://ror.org/05ckg3w11"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W3194620979","https://openalex.org/W4214867678","https://openalex.org/W4226020401","https://openalex.org/W4293370520","https://openalex.org/W4296708208","https://openalex.org/W4312264989","https://openalex.org/W4361801952","https://openalex.org/W4365461416","https://openalex.org/W4389922377","https://openalex.org/W4391935941","https://openalex.org/W4401070404","https://openalex.org/W4403123427","https://openalex.org/W4403936784","https://openalex.org/W4404035649","https://openalex.org/W4404795612"],"related_works":["https://openalex.org/W2963170046","https://openalex.org/W2376244802","https://openalex.org/W1971477554","https://openalex.org/W2158075901","https://openalex.org/W818226659","https://openalex.org/W2923631784","https://openalex.org/W2130785056","https://openalex.org/W2567141277","https://openalex.org/W2132841313","https://openalex.org/W2727286692"],"abstract_inverted_index":{"Millimeter-wave":[0],"(mmWave)":[1],"integrated":[2],"sensing":[3,26,54,59],"and":[4,27,55,89,101,106,117],"communications":[5],"(ISAC)":[6],"with":[7,49,68,97],"hybrid":[8,46,78],"architecture":[9],"has":[10],"been":[11],"seen":[12],"as":[13],"a":[14,45],"potential":[15],"candidate":[16],"for":[17,52,77],"next":[18],"generation":[19],"wireless":[20],"systems.":[21],"However,":[22],"simultaneously":[23],"achieving":[24],"high-resolution":[25],"high":[28],"throughout":[29],"communication":[30],"under":[31],"multipath-sensitive":[32],"signal":[33],"interference-plus-noise-ratio":[34],"(SINR)":[35],"constraints":[36],"remains":[37],"challenging.":[38],"To":[39],"address":[40],"this":[41],"issue,":[42],"we":[43],"propose":[44],"beamforming":[47,94],"solution":[48],"rank-1":[50],"optimization":[51],"balancing":[53],"communication,":[56],"in":[57],"which":[58],"resolution":[60],"is":[61,83,95,109],"maximized":[62],"by":[63,73,85,111],"minimizing":[64],"Cram\u00e9r-Rao":[65],"bound":[66],"(CRB)":[67],"multi-users\u2019":[69],"rate":[70],"requirement":[71],"represented":[72],"corresponding":[74],"SINRs.":[75],"Furthermore,":[76],"beamforming,":[79],"the":[80,126,129],"aforementioned":[81],"problem":[82],"addressed":[84],"jointly":[86],"designing":[87],"digital":[88,93],"analog":[90,107],"beamformers,":[91],"where":[92],"solved":[96],"semi-definite":[98],"relaxation":[99],"(SDR)":[100],"second-order":[102],"cone":[103],"programming":[104],"(SOCP),":[105],"beamformer":[108],"obtained":[110],"employing":[112],"singular":[113],"value":[114],"decomposition":[115],"(SVD)":[116],"successive":[118],"interference":[119],"cancellation":[120],"(SIC),":[121],"respectively.":[122],"Simulation":[123],"results":[124],"highlight":[125],"effectiveness":[127],"of":[128],"proposed":[130],"algorithm.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
