{"id":"https://openalex.org/W1569588928","doi":"https://doi.org/10.1155/2015/653232","title":"Lightweight Anomaly Detection for Wireless Sensor Networks","display_name":"Lightweight Anomaly Detection for Wireless Sensor Networks","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1569588928","doi":"https://doi.org/10.1155/2015/653232","mag":"1569588928"},"language":"en","primary_location":{"id":"doi:10.1155/2015/653232","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/653232","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/653232","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/10.1155/2015/653232","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044334843","display_name":"Pu Cheng","orcid":"https://orcid.org/0000-0001-8460-4626"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pu Cheng","raw_affiliation_strings":["Software Engineering Institute, East China Normal University, Shanghai 200062, China","Software Institute, Henan University, Kaifeng 475002, China"],"raw_orcid":"https://orcid.org/0000-0001-8460-4626","affiliations":[{"raw_affiliation_string":"Software Engineering Institute, East China Normal University, Shanghai 200062, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Software Institute, Henan University, Kaifeng 475002, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101923143","display_name":"Minghua Zhu","orcid":"https://orcid.org/0000-0002-6000-5837"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Minghua Zhu","raw_affiliation_strings":["Software Engineering Institute, East China Normal University, Shanghai 200062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Institute, East China Normal University, Shanghai 200062, China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101923143"],"corresponding_institution_ids":["https://openalex.org/I66867065"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":2.6336,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.91651691,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"8","first_page":"653232","last_page":"653232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.8577970862388611},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.8526499271392822},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7737972736358643},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5483617186546326},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.5100075006484985},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5058190822601318},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4871763586997986},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46654534339904785},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33714407682418823},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3034965395927429},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2482525110244751},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18334901332855225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8577970862388611},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8526499271392822},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7737972736358643},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5483617186546326},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.5100075006484985},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5058190822601318},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4871763586997986},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46654534339904785},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33714407682418823},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3034965395927429},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2482525110244751},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18334901332855225},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","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/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2015/653232","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/653232","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/653232","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:11:y:2015:i:8:p:653232","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1155/2015/653232","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:c33bcaa93826472aab9077ef8862baf6","is_oa":true,"landing_page_url":"https://doaj.org/article/c33bcaa93826472aab9077ef8862baf6","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 11 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2015/653232","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/653232","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/653232","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":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1569588928.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1792966054","https://openalex.org/W1970088130","https://openalex.org/W1983091438","https://openalex.org/W1993126105","https://openalex.org/W1994759735","https://openalex.org/W2095711839","https://openalex.org/W2100199551","https://openalex.org/W2117089038","https://openalex.org/W2122646361","https://openalex.org/W2126652588","https://openalex.org/W2132870739","https://openalex.org/W2140095548","https://openalex.org/W2151764894","https://openalex.org/W2168452204","https://openalex.org/W2745995686","https://openalex.org/W2758497020","https://openalex.org/W2999905431"],"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/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"Anomaly":[0],"detection":[1,20,31,54],"in":[2,33],"wireless":[3],"sensor":[4],"networks":[5],"(WSNs)":[6],"is":[7,35],"critical":[8,24],"to":[9,81,111],"ensure":[10],"the":[11,46,66,75,86,94,99,105],"quality":[12],"of":[13,21,29,45,79],"senor":[14],"data,":[15],"secure":[16],"monitoring,":[17],"and":[18,23,57,73],"reliable":[19],"interesting":[22],"events.":[25],"The":[26],"main":[27],"challenge":[28],"anomaly":[30,53,108],"algorithm":[32],"WSNs":[34],"identifying":[36],"anomalies":[37],"with":[38],"high":[39],"accuracy":[40,106],"while":[41],"consuming":[42],"minimal":[43],"resource":[44],"network.":[47],"In":[48],"this":[49],"paper":[50],"two":[51],"lightweight":[52],"algorithms":[55,64,96],"LADS":[56],"LADQA":[58],"are":[59],"proposed":[60,95],"for":[61,85,107],"WSNs.":[62],"Both":[63],"utilize":[65],"one-class":[67],"quarter-sphere":[68],"support":[69],"vector":[70],"machine":[71],"(QSSVM)":[72],"convert":[74],"linear":[76],"optimization":[77],"problem":[78,84],"QSSVM":[80],"a":[82],"sort":[83],"reduced":[87],"computational":[88,101],"complexity.":[89],"Experimental":[90],"results":[91],"show":[92],"that":[93],"can":[97],"keep":[98],"lower":[100],"complexity":[102],"without":[103],"reducing":[104],"detection,":[109],"compared":[110],"QSSVM.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
