{"id":"https://openalex.org/W2124705273","doi":"https://doi.org/10.1109/wts.2014.6835006","title":"A novel methodology of data analytics and modeling to evaluate LTE network performance","display_name":"A novel methodology of data analytics and modeling to evaluate LTE network performance","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2124705273","doi":"https://doi.org/10.1109/wts.2014.6835006","mag":"2124705273"},"language":"en","primary_location":{"id":"doi:10.1109/wts.2014.6835006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wts.2014.6835006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Wireless Telecommunications Symposium","raw_type":"proceedings-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/A5016317255","display_name":"Ye Ouyang","orcid":"https://orcid.org/0000-0002-6195-6415"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ye Ouyang","raw_affiliation_strings":["Stevens Institute of Technology, Hoboken, NJ, US","Stevens Institute of Technology, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology, Hoboken, NJ, US","institution_ids":["https://openalex.org/I108468826"]},{"raw_affiliation_string":"Stevens Institute of Technology, NJ, USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102981122","display_name":"M. Hosein Fallah","orcid":"https://orcid.org/0000-0001-8304-1892"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Hosein Fallah","raw_affiliation_strings":["Stevens Institute of Technology, Hoboken, NJ, US","Stevens Institute of Technology, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology, Hoboken, NJ, US","institution_ids":["https://openalex.org/I108468826"]},{"raw_affiliation_string":"Stevens Institute of Technology, NJ, USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107346944","display_name":"Sanqing Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanqing Hu","raw_affiliation_strings":["Stevens Institute of Technology, Hoboken, NJ, US","Stevens Institute of Technology, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology, Hoboken, NJ, US","institution_ids":["https://openalex.org/I108468826"]},{"raw_affiliation_string":"Stevens Institute of Technology, NJ, USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021271722","display_name":"Yong Ren Yong","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yong Ren Yong","raw_affiliation_strings":["Stevens Institute of Technology, Hoboken, NJ, US","Stevens Institute of Technology, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology, Hoboken, NJ, US","institution_ids":["https://openalex.org/I108468826"]},{"raw_affiliation_string":"Stevens Institute of Technology, NJ, USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048411792","display_name":"Yirui Hu","orcid":"https://orcid.org/0000-0002-0477-0155"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yirui Hu","raw_affiliation_strings":["Rutgers The State University of New Jersey, New Brunswick, NJ, US","Rutgers University , NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers The State University of New Jersey, New Brunswick, NJ, US","institution_ids":["https://openalex.org/I102322142"]},{"raw_affiliation_string":"Rutgers University , NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005956936","display_name":"Zhi-chang Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhichang Lai","raw_affiliation_strings":["Harbin Engineering University, Harbin, Heilongjiang, CN","Harbin Engineering University  Harbin China"],"affiliations":[{"raw_affiliation_string":"Harbin Engineering University, Harbin, Heilongjiang, CN","institution_ids":["https://openalex.org/I151727225"]},{"raw_affiliation_string":"Harbin Engineering University  Harbin China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017119222","display_name":"Mingxin Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingxin Guan","raw_affiliation_strings":["Stevens Institute of Technology, Hoboken, NJ, US","Stevens Institute of Technology, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology, Hoboken, NJ, US","institution_ids":["https://openalex.org/I108468826"]},{"raw_affiliation_string":"Stevens Institute of Technology, NJ, USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030721921","display_name":"Wenyuan Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenyuan Derek Lu","raw_affiliation_strings":["VPIsystems, NJ, USA"],"affiliations":[{"raw_affiliation_string":"VPIsystems, NJ, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5016317255"],"corresponding_institution_ids":["https://openalex.org/I108468826"],"apc_list":null,"apc_paid":null,"fwci":1.4653,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84956418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10575","display_name":"Wireless Communication Networks Research","score":0.9997000098228455,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9993000030517578,"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/computer-science","display_name":"Computer science","score":0.7939668893814087},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.709358811378479},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6686204075813293},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5535493493080139},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5344053506851196},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5287425518035889},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5048351883888245},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4496689736843109},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.4293003976345062},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34047532081604004},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31199198961257935},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27382007241249084},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1378389596939087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939668893814087},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.709358811378479},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6686204075813293},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5535493493080139},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5344053506851196},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5287425518035889},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5048351883888245},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4496689736843109},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.4293003976345062},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34047532081604004},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31199198961257935},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27382007241249084},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1378389596939087},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wts.2014.6835006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wts.2014.6835006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Wireless Telecommunications Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1965255601","https://openalex.org/W1968239259","https://openalex.org/W1978462898","https://openalex.org/W1994037680","https://openalex.org/W2006583821","https://openalex.org/W2010490522","https://openalex.org/W2018514985","https://openalex.org/W2080329367","https://openalex.org/W2168745915","https://openalex.org/W2464326801","https://openalex.org/W2488805759","https://openalex.org/W4229977739","https://openalex.org/W4232359393"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W2796632413"],"abstract_inverted_index":{"Big":[0],"Data":[1],"and":[2,50,61,71,76],"LTE":[3,54],"are":[4,26],"two":[5,19],"hot":[6],"topics":[7],"in":[8],"their":[9],"respective":[10],"field.":[11],"Is":[12],"there":[13],"a":[14,45],"synergy":[15],"effect":[16],"between":[17],"the":[18,42],"techniques?":[20],"Traditionally":[21],"various":[22],"simulation":[23,34],"based":[24,57],"approaches":[25],"developed":[27],"to":[28,52],"study":[29],"wireless":[30],"network":[31,55],"performance.":[32],"However":[33],"has":[35],"its":[36],"own":[37],"limitations.":[38],"In":[39],"this":[40],"paper,":[41],"authors":[43],"develop":[44],"methodology":[46],"of":[47],"data":[48],"analytics":[49],"modeling":[51],"evaluate":[53],"performance":[56],"upon":[58],"traffic":[59],"measurements":[60],"service":[62],"growth":[63],"trends.":[64],"The":[65],"overall":[66],"model":[67],"is":[68],"finally":[69],"validated":[70],"shows":[72],"high":[73],"accuracy,":[74],"robustness,":[75],"reliability.":[77]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}