邵诚

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教授

博士生导师

硕士生导师

性别:男

毕业院校:东北大学

学位:博士

所在单位:控制科学与工程学院

学科:控制理论与控制工程. 运筹学与控制论

办公地点:创新园大厦A座722室

电子邮箱:cshao@dlut.edu.cn

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基于PSO-LSSVM的反舰导弹自控弹道仿真

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发表时间:2021-01-01

发表刊物:Journal of System Simulation

所属单位:电子信息与电气工程学部

卷号:33

期号:4

页面范围:918-926

ISSN号:1004-731X

关键字:"anti-ship missile; field data; trajectory simulation; PSO-LSSVM(Particle Swarm Optimization- Least Squares Support Vector Machine)"

CN号:11-3092/V

摘要:The anti-ship missile trajectory simulation model cannot meet requirements of the red and blue confrontation simulation deduction.Trajectory modeling of anti-ship missiles based on field data will be a new method.Taking a typical anti-ship missile as an example,a trajectory modeling and simulation method of the missile self-control section based on field data is proposed.The field data is analyzed and the least square polynomial method is used to fit the missile velocity-time curve.Particle Swarm Optimization Least Square Support Vector Machine (PSO-LSSVM) is used to model.The verified and validated show the model has high credibility and great reference value for operational simulation deduction.

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