{"id":"https://openalex.org/W2293689143","doi":"https://doi.org/10.1155/2016/9653230","title":"An Improved ARIMA-Based Traffic Anomaly Detection Algorithm for Wireless Sensor Networks","display_name":"An Improved ARIMA-Based Traffic Anomaly Detection Algorithm for Wireless Sensor Networks","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2293689143","doi":"https://doi.org/10.1155/2016/9653230","mag":"2293689143"},"language":"en","primary_location":{"id":"doi:10.1155/2016/9653230","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/9653230","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2016/9653230","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1155/2016/9653230","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100377689","display_name":"Yu Qin","orcid":"https://orcid.org/0000-0003-2663-0396"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qin Yu","raw_affiliation_strings":["The School of Communication and Information Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Communication and Information Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040961272","display_name":"Lyu Jibin","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lyu Jibin","raw_affiliation_strings":["The Department of Computer Science, University of Southern California (USC), Los Angeles, CA 90089, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Department of Computer Science, University of Southern California (USC), Los Angeles, CA 90089, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084074573","display_name":"Lirui Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lirui Jiang","raw_affiliation_strings":["The School of Communication and Information Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Communication and Information Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100377689"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":10.0402,"has_fulltext":false,"cited_by_count":127,"citation_normalized_percentile":{"value":0.98306291,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"12","issue":"1","first_page":"9653230","last_page":"9653230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9972000122070312,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.8644540309906006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8207231163978577},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7860018610954285},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6747469902038574},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5726070404052734},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5643984079360962},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5172075033187866},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4414823055267334},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.4350387752056122},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.425525963306427},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4088468849658966},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34463751316070557},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16609922051429749},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13129138946533203}],"concepts":[{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.8644540309906006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8207231163978577},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7860018610954285},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6747469902038574},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5726070404052734},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5643984079360962},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5172075033187866},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4414823055267334},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.4350387752056122},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.425525963306427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4088468849658966},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34463751316070557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16609922051429749},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13129138946533203},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2016/9653230","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/9653230","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2016/9653230","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:12:y:2016:i:1:p:9653230","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1155/2016/9653230","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:92060cfdaee6469aaa9f3a4314bb3559","is_oa":true,"landing_page_url":"https://doaj.org/article/92060cfdaee6469aaa9f3a4314bb3559","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":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 12 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2016/9653230","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/9653230","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2016/9653230","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G201725277","display_name":null,"funder_award_id":"2014 364X14 040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G48391360","display_name":null,"funder_award_id":"61104042","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G673255868","display_name":null,"funder_award_id":"2014-HM01-00310-SF","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":14,"referenced_works":["https://openalex.org/W2009130585","https://openalex.org/W2016460936","https://openalex.org/W2017924889","https://openalex.org/W2018901966","https://openalex.org/W2021604026","https://openalex.org/W2058719291","https://openalex.org/W2088588705","https://openalex.org/W2093678907","https://openalex.org/W2099513651","https://openalex.org/W2101756295","https://openalex.org/W2137111949","https://openalex.org/W2144253648","https://openalex.org/W2155971405","https://openalex.org/W2168452204"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W3175321409","https://openalex.org/W4377864969"],"abstract_inverted_index":{"Traffic":[0],"anomaly":[1,31,103,138,143,149],"detection":[2,32,139,144,150],"is":[3],"emerging":[4],"as":[5,9],"a":[6,29,105],"necessary":[7],"component":[8],"wireless":[10,35,59],"networks":[11,37],"gain":[12],"popularity.":[13],"In":[14],"this":[15],"paper,":[16],"based":[17],"on":[18,125],"the":[19,41,47,51,58,62,68,73,80,89,101],"improved":[20],"Autoregressive":[21],"Integrated":[22],"Moving":[23],"Average":[24],"(ARIMA)":[25],"model,":[26],"we":[27,87],"propose":[28],"traffic":[30,49,97,102,111,137,148],"algorithm":[33],"for":[34],"sensor":[36],"(WSNs)":[38],"which":[39],"considers":[40],"particular":[42],"imbalanced,":[43],"nonstationary":[44],"properties":[45],"of":[46,57,70,75,116],"WSN":[48,71,76,110,136],"and":[50,54,79,84,99,108,129],"limited":[52],"energy":[53],"computing":[55],"capacity":[56],"sensors":[60],"at":[61],"same":[63],"time.":[64],"We":[65],"systematically":[66],"analyze":[67],"characteristics":[69],"traffic,":[72,78],"causes":[74],"abnormal":[77],"latest":[81],"related":[82],"research":[83],"development.":[85],"Specifically,":[86],"improve":[88],"traditional":[90,147],"time":[91],"series":[92],"ARIMA":[93],"model":[94],"to":[95,121],"make":[96],"prediction":[98],"judge":[100],"in":[104],"WSN.":[106],"Simulated":[107],"real":[109],"data":[112],"gathered":[113],"from":[114],"University":[115],"North":[117],"Carolina":[118],"are":[119],"used":[120],"carry":[122],"out":[123],"simulations":[124],"Matlab.":[126],"Simulation":[127],"results":[128],"comparative":[130],"analyses":[131],"demonstrate":[132],"that":[133],"our":[134],"proposed":[135],"scheme":[140],"has":[141],"better":[142],"accuracy":[145],"than":[146],"algorithms.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}