{"id":"https://openalex.org/W2904166664","doi":"https://doi.org/10.3390/s18124300","title":"Transmission Optimization of Social and Physical Sensor Nodes via Collaborative Beamforming in Cyber-Physical-Social Systems","display_name":"Transmission Optimization of Social and Physical Sensor Nodes via Collaborative Beamforming in Cyber-Physical-Social Systems","publication_year":2018,"publication_date":"2018-12-06","ids":{"openalex":"https://openalex.org/W2904166664","doi":"https://doi.org/10.3390/s18124300","mag":"2904166664","pmid":"https://pubmed.ncbi.nlm.nih.gov/30563237","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6308629"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18124300","pdf_url":"https://www.mdpi.com/1424-8220/18/12/4300/pdf?version=1544087963","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/18/12/4300/pdf?version=1544087963","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049440207","display_name":"Xuecai Bao","orcid":"https://orcid.org/0000-0002-1927-3354"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Nanchang Institute of Technology","ror":"https://ror.org/00avfj807","country_code":"CN","type":"funder","lineage":["https://openalex.org/I141103825"]},{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"funder","lineage":["https://openalex.org/I154425047"]}],"countries":["CA","CN"],"is_corresponding":true,"raw_author_name":"Xuecai Bao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB T6G 1H9, Canada","Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang Institute of Technology, Nanchang 330099, China"],"affiliations":[{"raw_affiliation_string":"Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing, Nanchang Institute of Technology, Nanchang 330099, China","institution_ids":["https://openalex.org/I141103825"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB T6G 1H9, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045601379","display_name":"Hao Liang","orcid":"https://orcid.org/0000-0001-7010-4540"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"funder","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hao Liang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB T6G 1H9, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB T6G 1H9, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029391141","display_name":"Longzhe Han","orcid":"https://orcid.org/0000-0003-2063-0598"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Nanchang Institute of Technology","ror":"https://ror.org/00avfj807","country_code":"CN","type":"funder","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longzhe Han","raw_affiliation_strings":["School of Information Engineering, Nanchang Institute of Technology, Nanchang 330099, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang Institute of Technology, Nanchang 330099, China","institution_ids":["https://openalex.org/I141103825"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049440207","https://openalex.org/A5045601379"],"corresponding_institution_ids":["https://openalex.org/I141103825","https://openalex.org/I154425047","https://openalex.org/I154425047"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.676,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":7,"citation_normalized_percentile":{"value":0.504821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":82,"max":83},"biblio":{"volume":"18","issue":"12","first_page":"4300","last_page":"4300"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9944,"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":0.9944,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9939,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9689,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.6278356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6382022},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.6278356},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.6259482},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.620245},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5646764},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42836207},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.42581695},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37287042},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2326602},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15258473},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07841319},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18124300","pdf_url":"https://www.mdpi.com/1424-8220/18/12/4300/pdf?version=1544087963","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/195eb5bb58db41799b665f871213ecad","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://europepmc.org/articles/pmc6308629","pdf_url":"https://europepmc.org/articles/pmc6308629?pdf=render","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":["European Bioinformatics Institute"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308629","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30563237","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18124300","pdf_url":"https://www.mdpi.com/1424-8220/18/12/4300/pdf?version=1544087963","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.91}],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61401189"}],"datasets":[],"versions":[],"referenced_works_count":31,"referenced_works":["https://openalex.org/W1679940141","https://openalex.org/W1925746542","https://openalex.org/W1982300822","https://openalex.org/W1982497740","https://openalex.org/W1997183223","https://openalex.org/W2024612830","https://openalex.org/W2033443715","https://openalex.org/W2048560734","https://openalex.org/W2098745442","https://openalex.org/W2122528211","https://openalex.org/W2133400794","https://openalex.org/W2140147750","https://openalex.org/W2142526984","https://openalex.org/W2158881841","https://openalex.org/W2161033802","https://openalex.org/W2168673745","https://openalex.org/W2169077434","https://openalex.org/W2471979706","https://openalex.org/W2508391989","https://openalex.org/W2514256458","https://openalex.org/W2522009427","https://openalex.org/W2588169976","https://openalex.org/W2595858050","https://openalex.org/W2607025790","https://openalex.org/W2610758484","https://openalex.org/W2620563300","https://openalex.org/W2731474427","https://openalex.org/W2758133838","https://openalex.org/W2792329197","https://openalex.org/W2806380476","https://openalex.org/W2920160035"],"related_works":["https://openalex.org/W818226659","https://openalex.org/W3019776739","https://openalex.org/W3004173571","https://openalex.org/W2963170046","https://openalex.org/W2923631784","https://openalex.org/W2546638913","https://openalex.org/W2376244802","https://openalex.org/W2209816623","https://openalex.org/W2158075901","https://openalex.org/W1971477554"],"abstract_inverted_index":{"The":[0,18,35,137,156,187],"recently":[1],"emerging":[2],"cyber-physical-social":[3],"system":[4,16],"(CPSS)":[5],"can":[6],"enable":[7],"efficient":[8],"interactions":[9],"between":[10],"the":[11,38,57,70,75,84,102,114,134,141,150,162,184,192,199],"social":[12,26,39,60,63,78,105,203],"world":[13],"and":[14,25,41,79,92,173],"cyber-physical":[15],"(CPS).":[17],"wireless":[19],"sensor":[20,27,204],"network":[21],"(WSN)":[22],"with":[23,107,183],"physical":[24,42,80],"nodes":[28,205],"plays":[29],"an":[30,47],"important":[31],"role":[32],"in":[33,44,52,86,145,181,206],"CPSS.":[34,207],"integration":[36,76],"of":[37,59,72,77,88,104,140,152,202],"sensors":[40,43,64,81],"CPSS":[45,146],"provides":[46],"advantage":[48],"for":[49,62,68],"smart":[50],"services":[51],"different":[53],"application":[54],"areas.":[55],"However,":[56],"dynamics":[58,106],"mobility":[61,201],"pose":[65],"new":[66],"challenges":[67,85],"implementing":[69],"coordination":[71],"transmission.":[73],"Furthermore,":[74],"also":[82,189],"faces":[83],"term":[87],"improving":[89],"energy":[90],"efficiency":[91],"increasing":[93],"transmission":[94,115,124,143,164],"range.":[95],"To":[96],"solve":[97,133],"these":[98],"problems,":[99],"we":[100],"integrate":[101],"model":[103],"collaborative":[108],"beamforming":[109],"(CB)":[110],"technique":[111],"to":[112,132,169,176,198],"formulate":[113],"optimization":[116],"problem":[117],"as":[118],"a":[119],"dynamic":[120,200],"game.":[121],"A":[122],"novel":[123],"scheme":[125,144,165],"based":[126],"on":[127],"reinforcement":[128],"learning":[129],"is":[130,147],"proposed":[131,142,163,193],"formulated":[135],"problem.":[136],"corresponding":[138],"implementation":[139],"presented":[148],"by":[149],"design":[151],"message":[153],"exchange":[154],"processes.":[155],"extensive":[157],"simulation":[158],"results":[159,188],"demonstrate":[160],"that":[161,191],"presents":[166],"lower":[167],"interference":[168],"noise":[170,177],"ratio":[171,178],"(INR)":[172],"better":[174],"signal":[175],"(SNR)":[179],"performance":[180],"comparison":[182],"existing":[185],"schemes.":[186],"indicate":[190],"method":[194],"has":[195],"effective":[196],"adaptation":[197]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2904166664","counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-02-19T21:01:25.640771","created_date":"2018-12-22"}