{"id":"https://openalex.org/W3109271400","doi":"https://doi.org/10.1109/icca51439.2020.9264521","title":"Prediction of Battlefield Target Trajectory Based on LSTM","display_name":"Prediction of Battlefield Target Trajectory Based on LSTM","publication_year":2020,"publication_date":"2020-10-09","ids":{"openalex":"https://openalex.org/W3109271400","doi":"https://doi.org/10.1109/icca51439.2020.9264521","mag":"3109271400"},"language":"en","primary_location":{"id":"doi:10.1109/icca51439.2020.9264521","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca51439.2020.9264521","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 16th International Conference on Control & Automation (ICCA)","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/A5100434314","display_name":"Yan Zhu","orcid":"https://orcid.org/0000-0002-5804-8926"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Zhu","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003693832","display_name":"Jieling Liu","orcid":"https://orcid.org/0000-0002-7930-9099"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jieling Liu","raw_affiliation_strings":["Xi'an North Electro-optic science and technology defense Co. Ltd, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Xi'an North Electro-optic science and technology defense Co. Ltd, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023297938","display_name":"Cao Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cao Guo","raw_affiliation_strings":["Shenyang Aircraft Design Institute, shenyan, China"],"affiliations":[{"raw_affiliation_string":"Shenyang Aircraft Design Institute, shenyan, China","institution_ids":["https://openalex.org/I125904092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033019625","display_name":"Penglei Song","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Penglei Song","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100366275","display_name":"Jiandong Zhang","orcid":"https://orcid.org/0000-0001-5136-016X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiandong Zhang","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101442625","display_name":"Jianmin Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianmin Zhu","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100434314"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":0.9279,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.80964961,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"725","last_page":"730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9980999827384949,"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":0.9980999827384949,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/trajectory","display_name":"Trajectory","score":0.7857688665390015},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7840511202812195},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.7316663861274719},{"id":"https://openalex.org/keywords/battlefield","display_name":"Battlefield","score":0.7010484933853149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5802096724510193},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5684291124343872},{"id":"https://openalex.org/keywords/situation-analysis","display_name":"Situation analysis","score":0.5618884563446045},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.5005919933319092},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4922122061252594},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.47430184483528137},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43135398626327515},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4190360903739929},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3995572030544281},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16694724559783936},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10482814908027649}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7857688665390015},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7840511202812195},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.7316663861274719},{"id":"https://openalex.org/C2779669469","wikidata":"https://www.wikidata.org/wiki/Q4895508","display_name":"Battlefield","level":2,"score":0.7010484933853149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5802096724510193},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5684291124343872},{"id":"https://openalex.org/C14911803","wikidata":"https://www.wikidata.org/wiki/Q7532148","display_name":"Situation analysis","level":2,"score":0.5618884563446045},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.5005919933319092},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4922122061252594},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.47430184483528137},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43135398626327515},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4190360903739929},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3995572030544281},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16694724559783936},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10482814908027649},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C195244886","wikidata":"https://www.wikidata.org/wiki/Q41493","display_name":"Ancient history","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca51439.2020.9264521","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca51439.2020.9264521","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 16th International Conference on Control & Automation (ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W2022603014","https://openalex.org/W2171928131","https://openalex.org/W2289351056","https://openalex.org/W2424778531","https://openalex.org/W2460550122","https://openalex.org/W2557752243","https://openalex.org/W2598593653","https://openalex.org/W2962826786","https://openalex.org/W2964331270"],"related_works":["https://openalex.org/W2125386344","https://openalex.org/W4286624309","https://openalex.org/W3159926017","https://openalex.org/W301880915","https://openalex.org/W95064529","https://openalex.org/W2031258546","https://openalex.org/W2143767096","https://openalex.org/W2371032752","https://openalex.org/W2160951215","https://openalex.org/W3193592231"],"abstract_inverted_index":{"Battlefield":[0],"situation":[1,26,39,42,46,103,106],"prediction":[2,27,86,131,155],"is":[3,28,108,125],"an":[4],"indispensable":[5],"part":[6],"of":[7,15,38,58,71,102,164],"battlefield":[8,25,45,51],"situational":[9],"awareness,":[10],"and":[11,41,53,64,105,110,167,170],"refers":[12],"to":[13,29,48,81,113,127,144],"one":[14],"the":[16,31,35,50,55,59,68,93,99,121,135,141,154,158,162],"important":[17],"references":[18],"for":[19],"tactical":[20],"decision-making":[21],"by":[22],"warfighters.":[23],"The":[24,149],"use":[30,140],"information":[32,96],"obtained":[33,97],"in":[34,44,98,175],"two":[36,100],"phases":[37],"awareness":[40,47,104],"recognition":[43,107],"predict":[49],"situation,":[52],"obtain":[54],"changing":[56],"trend":[57],"enemy's":[60],"target":[61,84,129,146],"state,":[62],"position,":[63],"intention.":[65],"Aiming":[66],"at":[67],"temporal":[69],"correlation":[70],"Long":[72],"Short":[73],"Team":[74],"Memory":[75],"Network":[76],"(LSTM),":[77],"this":[78],"paper":[79],"proposes":[80],"build":[82],"a":[83,115,128],"trajectory":[85,95,130,147],"model":[87,132,143,160],"based":[88,133],"on":[89,134],"LSTM":[90,136,159],"network.":[91,137],"First,":[92],"motion":[94],"stages":[101],"normalized":[109],"time-series":[111,116,122],"processed":[112],"construct":[114],"sample":[117],"data":[118,123],"set;":[119],"then,":[120],"set":[124],"pushed":[126],"Training;":[138],"Finally,":[139],"trained":[142],"complete":[145],"prediction.":[148],"experimental":[150],"results":[151],"show":[152],"that":[153],"method":[156],"using":[157],"has":[161,172],"characteristics":[163],"high":[165],"accuracy":[166],"easy":[168],"implementation,":[169],"it":[171],"obvious":[173],"advantages":[174],"processing":[176],"sequence":[177],"data.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}