Research on Pattern Synthesis of Time Modulated Sparse Array Based on Discrete Variable Convex Optimization

Effective resource utilization is an important problem in the application of array, especially for the new time modulated array. Considering the problem of full utilization of array elements in time modulated array, a sparse optimization algorithm based on discrete variable convex optimization is pr...

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Veröffentlicht in:Wireless communications and mobile computing 2021, Vol.2021 (1)
Hauptverfasser: Tan, Jing, Hu, Jiawen, Dong, Xikuan, Li, Hailin, Zhou, Jianjiang
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creator Tan, Jing
Hu, Jiawen
Dong, Xikuan
Li, Hailin
Zhou, Jianjiang
description Effective resource utilization is an important problem in the application of array, especially for the new time modulated array. Considering the problem of full utilization of array elements in time modulated array, a sparse optimization algorithm based on discrete variable convex optimization is proposed in this paper. The pattern optimization of equal excitation time modulation array is realized in two stages: In the first stage, the number of working array elements is as low as possible under the condition of suppressing the sidelobe of the central frequency. In the second stage, the sideband is suppressed by iterative convex optimization. The numerical simulation results are compared with other methods to verify the effectiveness of the proposed method in pattern optimization of equal excitation time modulation array. Finally, the optimization performance of the algorithm with different array parameters is verified.
doi_str_mv 10.1155/2021/6622168
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subjects Algorithms
Antennas
Arrays
Computational geometry
Convex analysis
Convexity
Excitation
Iterative methods
Modulation
Optimization
Optimization algorithms
Resource utilization
Satellite communications
Sidelobe reduction
Sidelobes
title Research on Pattern Synthesis of Time Modulated Sparse Array Based on Discrete Variable Convex Optimization
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