Irregular polygon patch antenna design method and device based on improved NSGA-II
Through the improved NSGA-II algorithm combined with the quantum search mechanism, the limitations of traditional antenna design methods in complex geometric shapes and multi-objective optimization are solved, and efficient optimization design of irregular polygon patch antennas is achieved, which improves design efficiency and diversity.
CN120012601AActive Publication Date: 2025-05-16CIVIL AVIATION UNIV OF CHINA +1
Patent Information
- Application Number
- CN202510183313.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-02-19
- Publication Date
- 2025-05-16
- Estimated Expiration
- 2045-02-19
Smart Images
Figure CN120012601A_ABST
Abstract
According to the irregular polygon patch antenna design method and device based on the improved NSGA-II, an irregular polygon optimization strategy is adopted, and on the premise that the shape continuity of the antenna is kept, the geometric shape of the antenna is endowed with higher flexibility and diversity. Specifically, a multi-target quantum particle swarm optimization algorithm is combined with a non-dominated sorting genetic algorithm NSGA-II, and a quantum search mechanism is introduced, so that the global search capability of a known space is remarkably enhanced, the defect that a traditional particle swarm optimization algorithm is easy to fall into a local optimal solution is overcome, and the optimization process is accelerated; meanwhile, in combination with the NSGA-II algorithm, the relation between the optimization targets can be effectively balanced in the multi-target optimization process, and the diversity of the solution set is ensured.
Need to check novelty before this filing date? Find Prior Art
Citation Information
Patent Citations
Hexagonal circularly polarized antenna array and rapid optimization method thereof
CN108829988A
Antenna array arrangement optimization method based on combination of particle swarm and genetic algorithm
CN113191070A
Ground-to-air coverage scenarized beam generation method based on convex polygon subdivision
CN114095955A
Multi-objective optimization-oriented circularly polarized microstrip antenna parameter optimization method and system
CN116151096A
Optimization design method of sparse array antenna based on improved genetic algorithm
CN118133473A
Cited By
Pesticide pollution treatment control method and system based on Internet of Things
CN120406163A