Novel Particle Swarm Optimization Guidance for Hypersonic Target Interception with Impact Angle Constraint
Considering that the terminal impact angle constraint can improve the interception performance of hypersonic target, a novel particle swarm optimization guidance (NPSOG) algorithm is proposed to satisfy the impact angle constraint. Two-dimensional dynamics engagement mode for hypersonic target inter...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | International Journal of Aerospace Engineering |
| Online Access: | http://dx.doi.org/10.1155/2022/7615644 |
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| _version_ | 1850233778603032576 |
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| author | Fan He Weiyi Chen Yang Bao |
| author_facet | Fan He Weiyi Chen Yang Bao |
| author_sort | Fan He |
| collection | DOAJ |
| description | Considering that the terminal impact angle constraint can improve the interception performance of hypersonic target, a novel particle swarm optimization guidance (NPSOG) algorithm is proposed to satisfy the impact angle constraint. Two-dimensional dynamics engagement mode for hypersonic target interception is formulated. The performance index is positively correlated with the line-of-sight (LOS), LOS rate, and the relative distance between missile and target. The weight coefficients among the three are adaptively adjusted by the fuzzy logic controller. The particle swarm optimization (PSO) algorithm is utilized to generate the guidance commands. Numerical examples are given to verify the performance of the proposed guidance law in various engagement scenarios, and the performance of the algorithm is validated comparing with several heuristic guidance methods and nonheuristic guidance methods. |
| format | Article |
| id | doaj-art-06d79a9ad41a4fd7bb629918422e5771 |
| institution | OA Journals |
| issn | 1687-5974 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Aerospace Engineering |
| spelling | doaj-art-06d79a9ad41a4fd7bb629918422e57712025-08-20T02:02:51ZengWileyInternational Journal of Aerospace Engineering1687-59742022-01-01202210.1155/2022/7615644Novel Particle Swarm Optimization Guidance for Hypersonic Target Interception with Impact Angle ConstraintFan He0Weiyi Chen1Yang Bao2Department of Ordnance EngineeringDepartment of Ordnance EngineeringNaval Equipment DepartmentConsidering that the terminal impact angle constraint can improve the interception performance of hypersonic target, a novel particle swarm optimization guidance (NPSOG) algorithm is proposed to satisfy the impact angle constraint. Two-dimensional dynamics engagement mode for hypersonic target interception is formulated. The performance index is positively correlated with the line-of-sight (LOS), LOS rate, and the relative distance between missile and target. The weight coefficients among the three are adaptively adjusted by the fuzzy logic controller. The particle swarm optimization (PSO) algorithm is utilized to generate the guidance commands. Numerical examples are given to verify the performance of the proposed guidance law in various engagement scenarios, and the performance of the algorithm is validated comparing with several heuristic guidance methods and nonheuristic guidance methods.http://dx.doi.org/10.1155/2022/7615644 |
| spellingShingle | Fan He Weiyi Chen Yang Bao Novel Particle Swarm Optimization Guidance for Hypersonic Target Interception with Impact Angle Constraint International Journal of Aerospace Engineering |
| title | Novel Particle Swarm Optimization Guidance for Hypersonic Target Interception with Impact Angle Constraint |
| title_full | Novel Particle Swarm Optimization Guidance for Hypersonic Target Interception with Impact Angle Constraint |
| title_fullStr | Novel Particle Swarm Optimization Guidance for Hypersonic Target Interception with Impact Angle Constraint |
| title_full_unstemmed | Novel Particle Swarm Optimization Guidance for Hypersonic Target Interception with Impact Angle Constraint |
| title_short | Novel Particle Swarm Optimization Guidance for Hypersonic Target Interception with Impact Angle Constraint |
| title_sort | novel particle swarm optimization guidance for hypersonic target interception with impact angle constraint |
| url | http://dx.doi.org/10.1155/2022/7615644 |
| work_keys_str_mv | AT fanhe novelparticleswarmoptimizationguidanceforhypersonictargetinterceptionwithimpactangleconstraint AT weiyichen novelparticleswarmoptimizationguidanceforhypersonictargetinterceptionwithimpactangleconstraint AT yangbao novelparticleswarmoptimizationguidanceforhypersonictargetinterceptionwithimpactangleconstraint |