{"id":"https://openalex.org/W2980865726","doi":"https://doi.org/10.1109/ieeeconf44664.2019.9048709","title":"Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO Radar","display_name":"Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO Radar","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2980865726","doi":"https://doi.org/10.1109/ieeeconf44664.2019.9048709","mag":"2980865726"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf44664.2019.9048709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf44664.2019.9048709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 53rd Asilomar Conference on Signals, Systems, and Computers","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/1910.07591","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000076637","display_name":"Arindam Bose","orcid":"https://orcid.org/0000-0002-1253-4785"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arindam Bose","raw_affiliation_strings":["University of Illinois at Chicago,Department of Electrical and Computer Engineering,Chicago,Illinois,USA,60607"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago,Department of Electrical and Computer Engineering,Chicago,Illinois,USA,60607","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084003913","display_name":"Shahin Khobahi","orcid":"https://orcid.org/0000-0003-3232-845X"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shahin Khobahi","raw_affiliation_strings":["University of Illinois at Chicago,Department of Electrical and Computer Engineering,Chicago,Illinois,USA,60607"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago,Department of Electrical and Computer Engineering,Chicago,Illinois,USA,60607","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053865178","display_name":"Mojtaba Soltanalian","orcid":"https://orcid.org/0000-0003-3714-4449"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mojtaba Soltanalian","raw_affiliation_strings":["University of Illinois at Chicago,Department of Electrical and Computer Engineering,Chicago,Illinois,USA,60607"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago,Department of Electrical and Computer Engineering,Chicago,Illinois,USA,60607","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":8.9942,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9749856,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1534","last_page":"1538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10891","display_name":"Radar Systems and Signal Processing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10891","display_name":"Radar Systems and Signal Processing","score":1.0,"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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9988999962806702,"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/T10931","display_name":"Direction-of-Arrival Estimation Techniques","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/covariance-matrix","display_name":"Covariance matrix","score":0.6849027872085571},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6371117234230042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6250854730606079},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5762413740158081},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5384151339530945},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.5291476845741272},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.520717442035675},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5189366340637207},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.4760567843914032},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4315441846847534},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.4153202772140503},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4125666618347168},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2870389223098755},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2675391733646393},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.2586660087108612},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.08968260884284973}],"concepts":[{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.6849027872085571},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6371117234230042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6250854730606079},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5762413740158081},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5384151339530945},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.5291476845741272},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.520717442035675},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5189366340637207},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.4760567843914032},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4315441846847534},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.4153202772140503},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4125666618347168},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2870389223098755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2675391733646393},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.2586660087108612},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.08968260884284973},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ieeeconf44664.2019.9048709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf44664.2019.9048709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 53rd Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1910.07591","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1910.07591","pdf_url":"https://arxiv.org/pdf/1910.07591","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:2980865726","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/1910.07591.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.1910.07591","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1910.07591","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":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1910.07591","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1910.07591","pdf_url":"https://arxiv.org/pdf/1910.07591","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":[{"score":0.41999998688697815,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2980865726.pdf","grobid_xml":"https://content.openalex.org/works/W2980865726.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W65255600","https://openalex.org/W1615912037","https://openalex.org/W1967790992","https://openalex.org/W2000317822","https://openalex.org/W2018744547","https://openalex.org/W2078361058","https://openalex.org/W2083506609","https://openalex.org/W2097767885","https://openalex.org/W2104015338","https://openalex.org/W2116452202","https://openalex.org/W2124233298","https://openalex.org/W2129640939","https://openalex.org/W2140019524","https://openalex.org/W2159607540","https://openalex.org/W2159639733","https://openalex.org/W2571065083","https://openalex.org/W2591842086","https://openalex.org/W2625328507","https://openalex.org/W2708665101","https://openalex.org/W2794106514","https://openalex.org/W2808491755","https://openalex.org/W2902355249","https://openalex.org/W2903635892","https://openalex.org/W2977942161","https://openalex.org/W6677545137","https://openalex.org/W6766469646"],"related_works":["https://openalex.org/W3013175792","https://openalex.org/W3087222059","https://openalex.org/W2111812383","https://openalex.org/W2159639733","https://openalex.org/W3012445440","https://openalex.org/W3034913292","https://openalex.org/W3043864449","https://openalex.org/W2581934225","https://openalex.org/W2625328507","https://openalex.org/W2808129824","https://openalex.org/W3100772943","https://openalex.org/W2567837087","https://openalex.org/W2325373610","https://openalex.org/W3111217793","https://openalex.org/W2774991560","https://openalex.org/W3208426220","https://openalex.org/W2903635892","https://openalex.org/W2902355249","https://openalex.org/W1967790992","https://openalex.org/W2116427685"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"investigate":[4],"the":[5,10,15,35,38,44,48,64,79,99],"problem":[6,49],"of":[7,37,93],"jointly":[8],"optimizing":[9],"waveform":[11],"covariance":[12],"matrix":[13],"and":[14,54,95],"antenna":[16,81],"position":[17],"vector":[18],"for":[19,105],"multiple-input-multiple-output":[20],"(MIMO)":[21],"radar":[22,107],"systems":[23],"to":[24,33,61,76],"approximate":[25],"a":[26,51,57,69,87,102],"desired":[27],"transmit":[28],"beampattern":[29],"as":[30,32,50],"well":[31],"minimize":[34],"cross-correlation":[36],"received":[39],"signals":[40],"reflected":[41],"back":[42],"from":[43],"targets.":[45],"We":[46,66],"formulate":[47],"non-convex":[52],"program":[53],"then":[55],"propose":[56,68],"cyclic":[58],"optimization":[59,72],"approach":[60],"efficiently":[62,77],"tackle":[63],"problem.":[65],"further":[67],"novel":[70],"local":[71],"framework":[73,101],"in":[74,91],"order":[75],"design":[78],"corresponding":[80],"positions.":[82],"Our":[83],"numerical":[84],"investigations":[85],"demonstrate":[86],"good":[88,103],"performance":[89],"both":[90],"terms":[92],"accuracy":[94],"computational":[96],"complexity,":[97],"making":[98],"proposed":[100],"candidate":[104],"real-time":[106],"signal":[108],"processing":[109],"applications.":[110]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-07-16T00:00:00"}
