{"id":"https://openalex.org/W4404317701","doi":"https://doi.org/10.1109/aiotc63215.2024.10748290","title":"Ammunition Coordination Fault Diagnosis Method Based on Wavelet Packet and CPO-LSSVM","display_name":"Ammunition Coordination Fault Diagnosis Method Based on Wavelet Packet and CPO-LSSVM","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4404317701","doi":"https://doi.org/10.1109/aiotc63215.2024.10748290"},"language":"en","primary_location":{"id":"doi:10.1109/aiotc63215.2024.10748290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiotc63215.2024.10748290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 3rd International Conference on Artificial Intelligence, Internet of Things and Cloud Computing Technology (AIoTC)","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/A5101577679","display_name":"Xudong Zhu","orcid":"https://orcid.org/0000-0003-4792-9565"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xudong Zhu","raw_affiliation_strings":["School of Mechanical Engineering, Nanjing University of Science and Technology,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Nanjing University of Science and Technology,Nanjing,China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014687218","display_name":"Qiang Yin","orcid":"https://orcid.org/0000-0002-0723-4884"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Yin","raw_affiliation_strings":["School of Mechanical Engineering, Nanjing University of Science and Technology,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Nanjing University of Science and Technology,Nanjing,China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101577679"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24399886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9424999952316284,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9387000203132629,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/ammunition","display_name":"Ammunition","score":0.9404345750808716},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"Wavelet packet decomposition","score":0.5932180881500244},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5897325277328491},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5419337153434753},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5104542970657349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4808148145675659},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.3718600869178772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34630054235458374},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.34601086378097534},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34600120782852173},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2047457993030548},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.12546268105506897},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10779637098312378},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09728574752807617}],"concepts":[{"id":"https://openalex.org/C554616519","wikidata":"https://www.wikidata.org/wiki/Q185785","display_name":"Ammunition","level":2,"score":0.9404345750808716},{"id":"https://openalex.org/C155777637","wikidata":"https://www.wikidata.org/wiki/Q2736187","display_name":"Wavelet packet decomposition","level":4,"score":0.5932180881500244},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5897325277328491},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5419337153434753},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5104542970657349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4808148145675659},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.3718600869178772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34630054235458374},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34601086378097534},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34600120782852173},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2047457993030548},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.12546268105506897},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10779637098312378},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09728574752807617},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiotc63215.2024.10748290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiotc63215.2024.10748290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 3rd International Conference on Artificial Intelligence, Internet of Things and Cloud Computing Technology (AIoTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4390128809"],"related_works":["https://openalex.org/W4245508182","https://openalex.org/W4233511069","https://openalex.org/W2046633342","https://openalex.org/W2370050053","https://openalex.org/W2372936409","https://openalex.org/W53954450","https://openalex.org/W2365287829","https://openalex.org/W2389645710","https://openalex.org/W2379553594","https://openalex.org/W2351059076"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,24,27,61,87,91,103,108,113,148,155,201,212,217,222],"problems":[3],"of":[4,10,16,26,53,56,60,107,147,196,221],"difficulty":[5],"in":[6],"extracting":[7],"fault":[8,17,31,93,104,109,140,203,208],"features":[9],"ammunition":[11,35,62],"coordinator":[12,36,63],"and":[13,83,131,183,219],"ow":[14],"accuracy":[15,146,218],"classification":[18,152],"using":[19],"traditional":[20],"machine":[21,130,150],"learning":[22,129,151],"methods,":[23],"author":[25],"article":[28],"proposes":[29],"a":[30,51],"diagnosis":[32,94,110,204,209],"method":[33],"for":[34,96,139],"based":[37],"on":[38,112,154],"Crested":[39],"Porcupine":[40],"Optimizer":[41],"(CPO)":[42],"optimized":[43],"least":[44],"squares":[45],"support":[46],"vector":[47],"machines":[48],"(LSSVM).":[49],"Firstly,":[50],"total":[52],"200":[54],"sets":[55],"experimental":[57,99],"acceleration":[58],"responses":[59],"under":[64],"five":[65],"scenarios":[66],"are":[67,137],"taken":[68],"as":[69,86],"samples.":[70],"The":[71,98,144,194],"wavelet":[72,80],"packet":[73,81],"node":[74],"energy":[75],"value":[76],"is":[77,116,158],"obtained":[78],"by":[79],"decomposition,":[82],"subsequently":[84],"used":[85,138],"eigenvalue":[88],"input":[89],"to":[90],"CPO-LSSVM":[92,202],"model":[95,111,136,205],"training.":[97],"results":[100,195],"show":[101,199],"that":[102,200],"recognition":[105,145,198],"rate":[106,210],"test":[114,156],"set":[115,157],"<tex":[117,159,184],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[118,160,185],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$100":[119],"\\%$</tex>;":[120],"Then,":[121],"BP":[122],"neural":[123,126],"network,":[124,127],"BNN":[125],"extreme":[128],"random":[132],"forest":[133],"regression":[134],"prediction":[135],"identification":[141],"experiments":[142],"respectively.":[143,193],"four":[149],"models":[153],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{9":[161,186],"7":[162,173,187],".":[163,170,178,188],"4":[164,169],"1":[165,172],"9}":[166],"\\%,":[167],"\\mathbf{9":[168],"0":[171,177],"\\%":[174],",":[175],"9":[176,180],"5":[179],"8":[181,189],"\\%}$</tex>":[182,192],"2":[190,191],"pattern":[197],"has":[206],"higher":[207],"than":[211],"above":[213],"four,":[214],"which":[215],"verifies":[216],"effectiveness":[220],"proposed":[223],"method.":[224]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
