{"id":"https://openalex.org/W3041717539","doi":"https://doi.org/10.1145/3389250","title":"Big Data Analysis of Internet of Things System","display_name":"Big Data Analysis of Internet of Things System","publication_year":2020,"publication_date":"2020-07-07","ids":{"openalex":"https://openalex.org/W3041717539","doi":"https://doi.org/10.1145/3389250","mag":"3041717539"},"language":"en","primary_location":{"id":"doi:10.1145/3389250","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3389250","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet 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/A5108044017","display_name":"Zhihan Lv","orcid":"https://orcid.org/0009-0005-9452-5768"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhihan Lv","raw_affiliation_strings":["School of Data Science and Software Engineering, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"School of Data Science and Software Engineering, Qingdao, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100634925","display_name":"Amit Kumar Singh","orcid":"https://orcid.org/0000-0001-7359-2068"},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Kumar Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Patna, India","Dept. of Computer Science & Engineering, National Institute of Technology Patna, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Patna, India","institution_ids":["https://openalex.org/I11793825"]},{"raw_affiliation_string":"Dept. of Computer Science & Engineering, National Institute of Technology Patna, India","institution_ids":["https://openalex.org/I11793825"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108044017"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.6297,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.96987143,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"21","issue":"2","first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9979000091552734,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9979000091552734,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9919000267982483,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9904999732971191,"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":0.855083167552948},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.6914716958999634},{"id":"https://openalex.org/keywords/nakagami-distribution","display_name":"Nakagami distribution","score":0.6113322973251343},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.5888233184814453},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5681226253509521},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5384430885314941},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5177730321884155},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.5128982067108154},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5125779509544373},{"id":"https://openalex.org/keywords/path-loss","display_name":"Path loss","score":0.46216511726379395},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4258251190185547},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4115690290927887},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.32844823598861694},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.29691463708877563},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.14812707901000977},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13620272278785706}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.855083167552948},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.6914716958999634},{"id":"https://openalex.org/C115098869","wikidata":"https://www.wikidata.org/wiki/Q3258347","display_name":"Nakagami distribution","level":4,"score":0.6113322973251343},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.5888233184814453},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5681226253509521},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5384430885314941},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5177730321884155},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.5128982067108154},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5125779509544373},{"id":"https://openalex.org/C194273485","wikidata":"https://www.wikidata.org/wiki/Q1478845","display_name":"Path loss","level":3,"score":0.46216511726379395},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4258251190185547},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4115690290927887},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.32844823598861694},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.29691463708877563},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.14812707901000977},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13620272278785706},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","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:10.1145/3389250","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3389250","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[{"id":"https://openalex.org/G5801954405","display_name":null,"funder_award_id":"61902203","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2279799602","https://openalex.org/W2406290104","https://openalex.org/W2429289022","https://openalex.org/W2529105803","https://openalex.org/W2567642374","https://openalex.org/W2587173351","https://openalex.org/W2594536436","https://openalex.org/W2597061677","https://openalex.org/W2599557761","https://openalex.org/W2626037032","https://openalex.org/W2702883767","https://openalex.org/W2750674396","https://openalex.org/W2751512711","https://openalex.org/W2758525213","https://openalex.org/W2771228328","https://openalex.org/W2773072634","https://openalex.org/W2786885474","https://openalex.org/W2786991412","https://openalex.org/W2787301393","https://openalex.org/W2787388934","https://openalex.org/W2800951337","https://openalex.org/W2802594336","https://openalex.org/W2891406774","https://openalex.org/W2893251331","https://openalex.org/W2903146257","https://openalex.org/W2905367474","https://openalex.org/W2914296386","https://openalex.org/W2920059358","https://openalex.org/W2940895343","https://openalex.org/W2946423597","https://openalex.org/W2946933691","https://openalex.org/W2947135062","https://openalex.org/W2964255619","https://openalex.org/W2969490844","https://openalex.org/W3013816514"],"related_works":["https://openalex.org/W2128350152","https://openalex.org/W2121824117","https://openalex.org/W2118931651","https://openalex.org/W2164974156","https://openalex.org/W2115794616","https://openalex.org/W2049075887","https://openalex.org/W2103831785","https://openalex.org/W3000477998","https://openalex.org/W2151261174","https://openalex.org/W2374445688"],"abstract_inverted_index":{"The":[0,25,63],"study":[1],"aims":[2],"at":[3],"exploring":[4],"the":[5,12,19,22,47,56,68,73,80,85,89,95,109,125,130,134,141,148,168,181,187,197],"Internet":[6],"of":[7,14,21,55,75,84,112,127,133,185,199],"things":[8],"(IoT)":[9],"system":[10,33,86,149,188],"from":[11],"perspective":[13],"data":[15,27,165],"and":[16,30,40,53,119,137,143,176,183],"further":[17],"improving":[18],"performance":[20,150,189],"IoT":[23,26,39,113,169,200],"system.":[24,170],"energy":[28,48,69,90,96,110],"collection":[29,91],"information":[31,81],"transmission":[32,44,82,160],"model":[34,57],"is":[35,98,114,151,190],"constructed":[36],"by":[37,60,172],"combining":[38],"wireless":[41,157],"relay":[42,158],"cooperative":[43,159],"technology.":[45],"Moreover,":[46],"efficiency,":[49],"outage":[50],"probability":[51],"(OP),":[52],"accuracy":[54],"are":[58,145],"evaluated":[59],"simulation":[61],"experiments.":[62],"results":[64],"show":[65],"that,":[66],"in":[67],"efficiency":[70,97,111],"analysis,":[71],"with":[72],"increase":[74],"power":[76,105],"split":[77,106],"factor":[78,107],"\u03c1,":[79],"ability":[83,92],"increases.":[87],"Whereas,":[88],"decreases,":[93],"so":[94],"reduced.":[99],"Thus,":[100],"choosing":[101],"a":[102],"more":[103],"suitable":[104],"for":[108,196],"important.":[115],"By":[116],"analyzing":[117],"OP":[118,142,182],"bit":[120],"error":[121],"rate":[122],"(BER),":[123],"as":[124],"values":[126],"m":[128],"(Nakagami,":[129],"fading":[131,135],"index":[132],"distribution)":[136],"multi-hop":[138,174],"paths":[139],"increase,":[140],"BER":[144,184],"reduced":[146],"while":[147],"increased.":[152],"Therefore,":[153],"this":[154],"article":[155],"uses":[156],"technology":[161],"to":[162,179],"integrate":[163],"big":[164],"analysis":[166],"into":[167],"Finally,":[171],"adding":[173],"path":[175],"other":[177],"methods":[178],"reduce":[180],"system,":[186],"improved.":[191],"It":[192],"provides":[193],"experimental":[194],"basis":[195],"development":[198],"systems.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}