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Hardware Design and Implementation of Fast DOA Estimation Method Based on Multicore DSP

机译:基于多核DSP的快速DOA估计方法的硬件设计与实现

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In this paper, we present a high-speed real-time signal processing hardware platform based on multicore digital signal processor (DSP). The real-time signal processing platform shows several excellent characteristics including high performance computing, low power consumption, large-capacity data storage and high speed data transmission, which make it able to meet the constraint of real-time direction of arrival (DOA) estimation. To reduce the high computational complexity of DOA estimation algorithm, a novel real-valued MUSIC estimator is used. The algorithm is decomposed into several independent steps and the time consumption of each step is counted. Based on the statistics of the time consumption, we present a new parallel processing strategy to distribute the task of DOA estimation to different cores of the real-time signal processing hardware platform. Experimental results demonstrate that the high processing capability of the signal processing platform meets the constraint of real-time direction of arrival (DOA) estimation.
机译:在本文中,我们介绍了一种基于多核数字信号处理器(DSP)的高速实时信号处理硬件平台。实时信号处理平台显示出几种优异的特性,包括高性能计算,低功耗,大容量数据存储和高速数据传输,这使得能够满足实时到达方向(DOA)估计的约束。为了降低DOA估计算法的高计算复杂性,使用一种新型的实值音乐估计器。该算法分解成几个独立步骤,计算每个步骤的时间消耗。基于时间消耗的统计数据,我们提出了一种新的并行处理策略,将DOA估计的任务分发到实时信号处理硬件平台的不同核心。实验结果表明,信号处理平台的高处理能力符合实时到达的约束(DOA)估计。

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