{"id":"https://openalex.org/W2465662683","doi":"https://doi.org/10.1109/tvt.2016.2587361","title":"Distributed Source Detection With Dimension Reduction in Multiple-Antenna Wireless Networks","display_name":"Distributed Source Detection With Dimension Reduction in Multiple-Antenna Wireless Networks","publication_year":2016,"publication_date":"2016-07-07","ids":{"openalex":"https://openalex.org/W2465662683","doi":"https://doi.org/10.1109/tvt.2016.2587361","mag":"2465662683"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2016.2587361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2016.2587361","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5100408185","display_name":"Bo Wang","orcid":"https://orcid.org/0000-0003-2012-541X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Wang","raw_affiliation_strings":["College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066014874","display_name":"Robert C. Qiu","orcid":"https://orcid.org/0000-0002-0988-5525"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Robert C. Qiu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Shanghai Jiaotong University, Shanghai, TN, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Shanghai Jiaotong University, Shanghai, TN, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100555216","display_name":"Yanping Zhao","orcid":"https://orcid.org/0009-0003-4379-0735"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanping Zhao","raw_affiliation_strings":["College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100408185"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":null,"apc_paid":null,"fwci":0.2895,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61870484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"66","issue":"4","first_page":"2966","last_page":"2980"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9983000159263611,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9983000159263611,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9970999956130981,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fusion-center","display_name":"Fusion center","score":0.5639762878417969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5588729977607727},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.5428017377853394},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5398035049438477},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4971640408039093},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.46697044372558594},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4650576710700989},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.44534391164779663},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.44290637969970703},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.43938085436820984},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4308059811592102},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42298591136932373},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.4116969704627991},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32816916704177856},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2546984553337097},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2504343092441559},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.20550167560577393},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18689852952957153},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14261019229888916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10493823885917664},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1030547022819519}],"concepts":[{"id":"https://openalex.org/C2781234732","wikidata":"https://www.wikidata.org/wiki/Q943505","display_name":"Fusion center","level":4,"score":0.5639762878417969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5588729977607727},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.5428017377853394},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5398035049438477},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4971640408039093},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.46697044372558594},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4650576710700989},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.44534391164779663},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.44290637969970703},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.43938085436820984},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4308059811592102},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42298591136932373},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.4116969704627991},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32816916704177856},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2546984553337097},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2504343092441559},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.20550167560577393},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18689852952957153},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14261019229888916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10493823885917664},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1030547022819519},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2016.2587361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2016.2587361","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2460789903","display_name":null,"funder_award_id":"61371158","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6009025820","display_name":null,"funder_award_id":"61571296","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7544640013","display_name":null,"funder_award_id":"60901060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"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":47,"referenced_works":["https://openalex.org/W213246498","https://openalex.org/W1659823078","https://openalex.org/W1759328393","https://openalex.org/W1920841386","https://openalex.org/W1945674169","https://openalex.org/W1976666458","https://openalex.org/W1984797863","https://openalex.org/W1995024734","https://openalex.org/W1999104815","https://openalex.org/W2016486187","https://openalex.org/W2036223844","https://openalex.org/W2065715415","https://openalex.org/W2074796812","https://openalex.org/W2082159770","https://openalex.org/W2084436032","https://openalex.org/W2088472442","https://openalex.org/W2095846217","https://openalex.org/W2096710051","https://openalex.org/W2101043704","https://openalex.org/W2113749736","https://openalex.org/W2118293214","https://openalex.org/W2120031724","https://openalex.org/W2129193945","https://openalex.org/W2129854524","https://openalex.org/W2132412550","https://openalex.org/W2134186144","https://openalex.org/W2134396534","https://openalex.org/W2136816673","https://openalex.org/W2145706050","https://openalex.org/W2150307184","https://openalex.org/W2152435742","https://openalex.org/W2152687999","https://openalex.org/W2155723880","https://openalex.org/W2158514137","https://openalex.org/W2163852636","https://openalex.org/W2165202277","https://openalex.org/W2165489013","https://openalex.org/W2165800172","https://openalex.org/W2167220178","https://openalex.org/W2219713589","https://openalex.org/W2963879412","https://openalex.org/W3105989638","https://openalex.org/W3112410551","https://openalex.org/W4245577611","https://openalex.org/W6682467279","https://openalex.org/W6684187592","https://openalex.org/W6763670057"],"related_works":["https://openalex.org/W1657880117","https://openalex.org/W2595172197","https://openalex.org/W2127970246","https://openalex.org/W2000147971","https://openalex.org/W1558339915","https://openalex.org/W2066353259","https://openalex.org/W2734417830","https://openalex.org/W2349308680","https://openalex.org/W2060761112","https://openalex.org/W413436171"],"abstract_inverted_index":{"We":[0],"consider":[1],"the":[2,24,31,34,60,64,69,89,97,105,109,114,121,124,130,143,151,158,165,168,181],"problem":[3],"of":[4,36,45,92,117,154,183],"multiantenna":[5],"source":[6,144],"detection":[7,77,126,173],"with":[8],"dimension":[9],"reduction":[10],"in":[11,54],"distributed":[12,52],"wireless":[13,56],"networks.":[14],"Traditional":[15],"strategies":[16],"typically":[17],"collect":[18],"and":[19,38,71],"perform":[20],"raw":[21,61,90],"data":[22,62,66,91,115],"at":[23,120],"fusion":[25,122],"center.":[26],"In":[27,79],"moderate-to-large-scale":[28],"networks,":[29],"however,":[30],"schemes":[32],"create":[33],"bottleneck":[35],"computation":[37,72],"communication":[39,70],"for":[40],"high-dimensional":[41],"data.":[42,99],"The":[43,175],"goal":[44],"this":[46,80],"paper":[47],"is":[48,85,102,161],"to":[49,58,67,87,140,163,179],"design":[50],"a":[51,82],"algorithm":[53,170],"multiple-antenna":[55,94],"networks":[57],"project":[59],"into":[63,96,104],"low-dimensional":[65,98],"reduce":[68],"burden":[73],"while":[74],"maintaining":[75],"high":[76,172],"performance.":[78,174],"paper,":[81],"pseudosketching":[83],"matrix":[84],"constructed":[86],"transform":[88],"each":[93],"node":[95],"Furthermore,":[100],"it":[101],"transformed":[103],"vector":[106],"by":[107],"using":[108,150],"subspace":[110],"method.":[111],"By":[112],"gathering":[113],"vectors":[116],"all":[118],"nodes":[119],"center,":[123],"eigenvalue-based":[125],"methods,":[127],"such":[128],"as":[129],"generalized":[131],"likelihood":[132],"ratio":[133],"test":[134],"(GLRT),":[135],"can":[136],"be":[137],"applied":[138],"directly":[139],"determine":[141],"if":[142],"signal":[145],"exists":[146],"or":[147],"not.":[148],"Moreover,":[149],"concentration":[152],"inequalities":[153],"subgamma":[155],"random":[156],"variables,":[157],"theoretical":[159],"analysis":[160],"derived":[162],"support":[164],"claim":[166],"that":[167],"proposed":[169,185],"has":[171],"simulations":[176],"are":[177],"presented":[178],"demonstrate":[180],"effectiveness":[182],"our":[184],"algorithm.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
