Tracking Air-to-Air Missile Using Proportional Navigation Model with Genetic Algorithm Particle Filter
Joint Authors
Ruan, Chengwei
Yu, Lei
Liu, Hongqiang
Zhou, Zhongliang
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-03-20
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
The purpose of this paper is to track the air-to-air missile.
Here we put forward the PN-GAPF (Proportional Navigation motion model and Genetic Algorithm Particle Filter) method to solve the problem.
The main jobs we have done can be listed as follows: firstly, we establish the missile state space model named as the Proportional Navigation (PN) motion model to simulate the real motion of the air-to-air missile; secondly, the PN-EKF and PN-PF methods are proposed to track the missile, through combining PN motion model with EKF and PF; thirdly, in order to solve the particle degeneracy and diversity loss, we introduce the intercross and variation in GA to the particles resampling step and then the PN-GAPF method is put forward.
The simulation results show that the PN motion model is better than the CV and CA motion models for tracking the air-to-air missile and that the PN-GAPF method is more efficient than the PN-EKF and PN-PF.
American Psychological Association (APA)
Liu, Hongqiang& Yu, Lei& Ruan, Chengwei& Zhou, Zhongliang. 2016. Tracking Air-to-Air Missile Using Proportional Navigation Model with Genetic Algorithm Particle Filter. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-11.
https://search.emarefa.net/detail/BIM-1112114
Modern Language Association (MLA)
Liu, Hongqiang…[et al.]. Tracking Air-to-Air Missile Using Proportional Navigation Model with Genetic Algorithm Particle Filter. Mathematical Problems in Engineering No. 2016 (2016), pp.1-11.
https://search.emarefa.net/detail/BIM-1112114
American Medical Association (AMA)
Liu, Hongqiang& Yu, Lei& Ruan, Chengwei& Zhou, Zhongliang. Tracking Air-to-Air Missile Using Proportional Navigation Model with Genetic Algorithm Particle Filter. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-11.
https://search.emarefa.net/detail/BIM-1112114
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1112114