Simulation of Anti-ship Missile Automatic Control Section Trajectory Based on PSO-LSSVM

doi:10.16182/j.issn1004731x.joss.19-0641

Journal of System Simulation ›› 2021, Vol. 33 ›› Issue (4): 918-926.doi: 10.16182/j.issn1004731x.joss.19-0641

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Simulation of Anti-ship Missile Automatic Control Section Trajectory Based on PSO-LSSVM

Shao Cheng¹, Sun Hongyuan¹, Zhang Lin²

1. School of Control Science and Engineering, Dalian University of Technology, Dalian 116024, China;
2. Department of Missile and Shipborne Gun, Dalian Naval Academy, Dalian 116018, China

Received:2019-12-09 Revised:2020-01-20 Online:2021-04-18 Published:2021-04-14

Abstract

Abstract: 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.

Key words: anti-ship missile, field data, trajectory simulation, PSO-LSSVM(Particle Swarm Optimization- Least Squares Support Vector Machine)

CLC Number:

TP391.9

Shao Cheng, Sun Hongyuan, Zhang Lin. Simulation of Anti-ship Missile Automatic Control Section Trajectory Based on PSO-LSSVM[J]. Journal of System Simulation, 2021, 33(4): 918-926.

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Simulation of Anti-ship Missile Automatic Control Section Trajectory Based on PSO-LSSVM

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