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

Authors

Shao Cheng, 1. School of Control Science and Engineering, Dalian University of Technology, Dalian 116024, China; ;
Hongyuan Sun, 1. School of Control Science and Engineering, Dalian University of Technology, Dalian 116024, China; ;
Zhang Lin, 2. Department of Missile and Shipborne Gun, Dalian Naval Academy, Dalian 116018, China;

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.

Recommended Citation

Cheng, Shao; Sun, Hongyuan; and Lin, Zhang (2021) "Simulation of Anti-ship Missile Automatic Control Section Trajectory Based on PSO-LSSVM," Journal of System Simulation: Vol. 33: Iss. 4, Article 19.
DOI: 10.16182/j.issn1004731x.joss.19-0641
Available at: https://dc-china-simulation.researchcommons.org/journal/vol33/iss4/19

First Page

918

Revised Date

2020-01-20

DOI Link

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

Last Page

926

CLC

TP391.9

Recommended Citation

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.

DOI

10.16182/j.issn1004731x.joss.19-0641