{"id":"https://openalex.org/W3002942835","doi":"https://doi.org/10.1109/jiot.2020.2969318","title":"Real Smart Home Data-Assisted Statistical Traffic Modeling for the Internet of Things","display_name":"Real Smart Home Data-Assisted Statistical Traffic Modeling for the Internet of Things","publication_year":2020,"publication_date":"2020-01-24","ids":{"openalex":"https://openalex.org/W3002942835","doi":"https://doi.org/10.1109/jiot.2020.2969318","mag":"3002942835"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.2969318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.2969318","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5064790628","display_name":"Chitradeep Majumdar","orcid":"https://orcid.org/0000-0002-2567-9633"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]},{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["GB","IN"],"is_corresponding":true,"raw_author_name":"Chitradeep Majumdar","raw_affiliation_strings":["Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, U.K","Samsung R&D Institute India\u2013Bangalore, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0002-2567-9633","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, U.K","institution_ids":["https://openalex.org/I146655781"]},{"raw_affiliation_string":"Samsung R&D Institute India\u2013Bangalore, Bengaluru, India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050222424","display_name":"Miguel L\u00f3pez\u2010Ben\u00edtez","orcid":"https://orcid.org/0000-0003-0526-6687"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]},{"id":"https://openalex.org/I3020445194","display_name":"Universidad Nebrija","ror":"https://ror.org/03tzyrt94","country_code":"ES","type":"education","lineage":["https://openalex.org/I3020445194"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Miguel Lopez-Benitez","raw_affiliation_strings":["ARIES Research Centre, Antonio de Nebrija University, Madrid, Spain","Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, U.K"],"raw_orcid":"https://orcid.org/0000-0003-0526-6687","affiliations":[{"raw_affiliation_string":"ARIES Research Centre, Antonio de Nebrija University, Madrid, Spain","institution_ids":["https://openalex.org/I3020445194"]},{"raw_affiliation_string":"Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, U.K","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079092830","display_name":"S. N. Merchant","orcid":"https://orcid.org/0000-0002-9119-6795"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shabbir N. Merchant","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Bombay, Mumbai, India"],"raw_orcid":"https://orcid.org/0000-0002-9119-6795","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064790628"],"corresponding_institution_ids":["https://openalex.org/I146655781","https://openalex.org/I4210139030"],"apc_list":null,"apc_paid":null,"fwci":1.2484,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.78987817,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"6","first_page":"4761","last_page":"4776"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9988999962806702,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9988999962806702,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9984999895095825,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9966999888420105,"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/computer-science","display_name":"Computer science","score":0.703700602054596},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6249381899833679},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5212860107421875},{"id":"https://openalex.org/keywords/count-data","display_name":"Count data","score":0.4726772904396057},{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.46979984641075134},{"id":"https://openalex.org/keywords/autocorrelation","display_name":"Autocorrelation","score":0.4458501935005188},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4207683503627777},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.29211705923080444},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16715463995933533},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16317152976989746},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12394899129867554}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.703700602054596},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6249381899833679},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5212860107421875},{"id":"https://openalex.org/C33643355","wikidata":"https://www.wikidata.org/wiki/Q5176731","display_name":"Count data","level":3,"score":0.4726772904396057},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.46979984641075134},{"id":"https://openalex.org/C5297727","wikidata":"https://www.wikidata.org/wiki/Q786970","display_name":"Autocorrelation","level":2,"score":0.4458501935005188},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4207683503627777},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.29211705923080444},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16715463995933533},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16317152976989746},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12394899129867554},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2020.2969318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.2969318","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G797104047","display_name":null,"funder_award_id":"NF170943","funder_id":"https://openalex.org/F4320320006","funder_display_name":"Royal Society"}],"funders":[{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1821364614","https://openalex.org/W1870161617","https://openalex.org/W1969595988","https://openalex.org/W2047121664","https://openalex.org/W2064205969","https://openalex.org/W2083977104","https://openalex.org/W2088445921","https://openalex.org/W2105103777","https://openalex.org/W2118720406","https://openalex.org/W2134295053","https://openalex.org/W2158400618","https://openalex.org/W2244918718","https://openalex.org/W2273675851","https://openalex.org/W2327528364","https://openalex.org/W2343404382","https://openalex.org/W2404510896","https://openalex.org/W2424756697","https://openalex.org/W2517526892","https://openalex.org/W2521824271","https://openalex.org/W2549170597","https://openalex.org/W2587472379","https://openalex.org/W2740629310","https://openalex.org/W2755650259","https://openalex.org/W2769927362","https://openalex.org/W2770964761","https://openalex.org/W2783706096","https://openalex.org/W2801179766","https://openalex.org/W2801696722","https://openalex.org/W2810961461","https://openalex.org/W2898916818","https://openalex.org/W2904471918","https://openalex.org/W2920704187","https://openalex.org/W2932313271","https://openalex.org/W2937750583","https://openalex.org/W2953632790","https://openalex.org/W2962719409","https://openalex.org/W2963605913","https://openalex.org/W4300223101","https://openalex.org/W6638553889","https://openalex.org/W6713723272","https://openalex.org/W7043889944"],"related_works":["https://openalex.org/W2060931646","https://openalex.org/W2148216078","https://openalex.org/W3134844154","https://openalex.org/W1970711679","https://openalex.org/W4319841362","https://openalex.org/W2901798679","https://openalex.org/W2116405300","https://openalex.org/W4210946940","https://openalex.org/W4388295412","https://openalex.org/W3120214361"],"abstract_inverted_index":{"The":[0,143],"majority":[1],"of":[2,10,13,123,132,146,162,173,222,225,235,267],"practical":[3,216],"studies":[4],"and":[5,42,56,84,170,198,208,231,265],"analyses":[6],"in":[7,114,215],"the":[8,11,108,115,121,128,133,147,160,171,178,195,199,223,232,236],"context":[9],"Internet":[12],"Things":[14],"(IoT)":[15],"have":[16],"been":[17],"carried":[18],"out":[19,186],"assuming":[20],"that":[21,101,257],"data":[22,65,70,136,237],"packet":[23,35,148,238],"generation":[24,239],"follows":[25],"theoretical":[26],"models":[27,62,251],"(typically":[28],"a":[29,53,89,187],"Poisson":[30,109],"process":[31,110],"with":[32,153],"exponentially":[33],"distributed":[34],"interarrival":[36,134,149],"times)":[37],"without":[38],"previous":[39],"experimental":[40,55,94],"validation":[41],"supporting":[43],"evidence.":[44],"In":[45,244],"contrast":[46],"to":[47,59,190,271],"this":[48,50,97,246],"approach,":[49],"article":[51,98,247],"proposes":[52],"novel":[54],"mathematical":[57,192],"framework":[58],"determine":[60],"statistical":[61,130,157],"for":[63,138,253,261],"IoT":[64,95,103,255,274],"traffic.":[66],"Based":[67],"on":[68,120],"empirical":[69,129,144],"generated":[71],"by":[72],"common":[73],"smart":[74,140],"home":[75,141],"devices":[76],"(e.g.,":[77],"ambient":[78],"temperature,":[79,205],"luminous":[80,206],"intensity,":[81,207],"atmospheric":[82,209],"pressure,":[83],"motion":[85],"sensors)":[86],"recorded":[87],"over":[88,227],"full":[90],"year":[91],"using":[92,159,177],"an":[93,219,262],"subsystem,":[96],"first":[99],"shows":[100],"real":[102],"traffic":[104,250],"does":[105],"not":[106],"follow":[107],"model":[111],"conventionally":[112],"assumed":[113],"literature,":[116],"but":[117],"rather":[118],"depends":[119],"type":[122],"application.":[124],"Consequently,":[125],"we":[126,183],"estimate":[127],"distribution":[131,145,196],"between":[135,194],"packets":[137],"several":[139],"applications.":[142],"times":[150],"is":[151,175,212],"fitted":[152],"some":[154],"well-established":[155],"classical":[156],"distributions":[158],"method":[161],"moments":[163],"as":[164,166,242],"well":[165],"maximum-likelihood":[167],"estimation":[168],"techniques,":[169],"goodness":[172],"fit":[174],"quantified":[176],"Kolmogorov-Smirnov":[179],"(KS)":[180],"test.":[181],"Moreover,":[182],"also":[184],"carry":[185],"regression":[188],"analysis":[189,221],"provide":[191],"relations":[193],"parameters":[197,203,226],"considered":[200],"physical":[201],"input":[202],"(ambient":[204],"pressure),":[210],"which":[211],"particularly":[213],"useful":[214],"scenarios.":[217],"Furthermore,":[218],"exhaustive":[220],"variation":[224],"different":[228],"time":[229],"scales":[230],"autocorrelation":[233],"characteristics":[234],"are":[240],"included":[241],"well.":[243],"summary,":[245],"provides":[248],"accurate":[249],"suitable":[252],"real-life":[254],"scenarios":[256],"can":[258],"be":[259],"used":[260],"adequate":[263],"design":[264],"optimization":[266],"future":[268],"communication":[269],"networks":[270],"efficiently":[272],"support":[273],"services.":[275]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}