FPGA Implementation of Direction of Arrival Estimation Method for Polarization Sensitive Array

被引:0
|
作者
Liu L. [1 ]
Cao Y. [1 ]
Zheng Y. [2 ]
机构
[1] College of Information and Communication Engineering, Harbin Engineering University, Harbin
[2] Nanjing Institute of Electronic Technology, Nanjing
基金
中国国家自然科学基金;
关键词
Direction of arrival estimation; Field Programmable Gate Array (FPGA); MUltiple SIgnal Classification (MUSIC) algorithm; Polarization sensitive array;
D O I
10.11999/JEIT221146
中图分类号
学科分类号
摘要
To solve the problem that embedding the traditional complex MUlti SIgnal Classification (MUSIC) algorithm directly into the Field Programmable Gate Array (FPGA) will consume a lot of hardware resources and computing time, a FPGA implementation scheme of real MUSIC based on polarization sensitive array is proposed. A real value preprocessing method is proposed based on the centrosymmetric property of circular distributed polarization sensitive array. The proposed approach introduces linear transformation on the received signal, thus simplifying the subsequent calculation of polarization MUSIC algorithm. The FPGA scheme reduces the time consumption of the algorithm through the parallel calculation of the covariance matrix module, the parallel Jacobi algorithm of multi-level sweeping in the eigenvalue decomposition module, the multi-scale spectral peak search and the pipeline work of each module. The experimental results show that compared with complex polarization MUSIC, this scheme reduces greatly the hardware resource consumption and time consumption. © 2023 Science Press. All rights reserved.
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页码:3340 / 3349
页数:9
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