K-means-based Sub-arrayed Synthesis of Phased Array Antennas forGenerating Arbitrary-shaped Beams |
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Author Name | Affiliation | ZHANG Qinghe
1,2
,SHAN Yan2
,WU Xinyue
2
,WEN Fangqing
1,2
,SHEN Zhaoyang
1,2 | 1. Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering,China Three Gorges University, Yichang 443002, China 2. College of Computer and Information Technology, China Three Gorges University, Yichang 443002, China |
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Fund Project:国家自然科学基金面上项目(61771008) |
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Abstract:Conventional phased arrays can no longer meet the growing demand for applications due to their design complexity and high cost, but techniques such as subarray partitioning have better solved this problem. In this paper, an arbitrarily shaped beam phased array subarray synthesis method is proposed to transform the subarray synthesis problem into a subarray layout optimization one under an excitation matching strategy, while the complex excitation of the subarray can be analytically calculated from the reference array excitation. The subarray layout optimization problem is solved by an unsupervised clustering K-means method, which can optimize the excitation phase of the subarray simultaneously, increasing the freedom and flexibility of the subarray synthesis. The effectiveness of the proposed method is verified by comparing with the traditional intelligent optimization method in terms of pattern approximation, excitation matching cost function, array performance parameters and computational efficiency in the numerical calculation example of subarray synthesis for arbitrarily shaped beams. |
keywords:phased array arbitrary-shaped beam sub-arrayed synthesis excitation matching K-means method |
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