研究目的
To improve the performance of Misell algorithm by optimising phase factors under different surface deformations for reflector antennas with active surface.
研究成果
The proposed optimisation method significantly improves the accuracy of Misell algorithm for surface deformation retrieval by optimising phase factors under different surface deformations. The optimised phase factor enables more accurate results without significantly increasing CPU time.
研究不足
The resolution of the retrieved pattern is limited by the number of coefficients optimised in LM algorithm. The method's applicability to other types of deformations or antennas is not explored.
1:Experimental Design and Method Selection:
Utilises Levenberg–Marquardt algorithm for aperture distribution estimation and particle swarm optimisation for phase factor optimisation.
2:Sample Selection and Data Sources:
Simulated far-field amplitude patterns from a model of Shanghai TM-65m telescope.
3:List of Experimental Equipment and Materials:
MATLAB for simulation, 1104 actuators under main reflector surface.
4:Experimental Procedures and Operational Workflow:
Simulation of far-field amplitudes, application of LM and PSO algorithms, comparison of traditional and optimised phase factors.
5:Data Analysis Methods:
RMSE between measured and retrieved far-field amplitudes and aperture phases.
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