Real-Time Implementation of Multiple Sub-array Beam-Space MUSIC Based on FPGA and DSP Array

Bin Yao, Haisen S. Li, Tian Zhou, Baowei Chen, H. Yu
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引用次数: 6

Abstract

Multiple sub-array beam-space MUSIC (MSB-MUSIC) is a new beam-space high resolution DOA estimation algorithm. In order to solve the problem of huge computation load of the algorithm, a real-time processing scheme based on FPGA and DSP array is proposed and implemented on the hardware. In the hardware platform MSB-MUSIC with 80 channels data is real-time implemented, where both the digital down conversion based on CORDIC and the eigenvalue decomposition using the two-side CORDIC based parallel Jacobi algorithm are implemented on the FPGA. The calculation of the covariance matrix and MUSIC angular spectra are implemented on DSP array, respectively. The parallel processing platform has been applied to the shallow water high resolution multi-beam echo sounder, and the lake test proves that the system can achieve the high performance.
基于FPGA和DSP阵列的多子阵列波束空间MUSIC实时实现
多子阵列波束空间MUSIC (MSB-MUSIC)是一种新的波束空间高分辨率DOA估计算法。为了解决算法计算量大的问题,提出了一种基于FPGA和DSP阵列的实时处理方案,并在硬件上进行了实现。在硬件平台上实时实现了80通道数据的MSB-MUSIC,其中基于CORDIC的数字下变频和基于双向CORDIC并行Jacobi算法的特征值分解在FPGA上实现。在DSP阵列上分别实现了协方差矩阵和MUSIC角谱的计算。该并行处理平台已应用于浅水高分辨率多波束测深仪,湖泊试验证明该系统能够达到较高的性能。
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