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个人信息Personal Information
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
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.
备注:新增回溯数据