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Design and implementation of MIMO radar real-time imaging system based on multicore DSP

机译:基于多核DSP的MIMO雷达实时成像系统的设计与实现

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摘要

Multiple-input multiple-output (MIMO) imaging radar is a new kind of new imaging radar in recent years. It can achieve faster data acquisition speed than the traditional ground-based SAR due to the ability to get a large number of multi-channel data in a short period of time. However, traditional single-core digital signal processors (DSPs) have limited space and ability to deal with such large amount of data. To solve this problem, a real-time image processing software architecture for MIMO imaging radar algorithm is designed and carried out based on TMS320C6678 DSP of Texas Instruments (TI), which is the highest-performance fixed/floating-point DSP based on TI's KeyStone multicore architecture. The efficient imaging algorithms mapping from Matlab to DSP is realised, with efficient task allocation, resource reuse of echo data, and processing variable, and using the method of multicore parallel processing.
机译:多输入多输出(MIMO)成像雷达是近年来新的新型成像雷达。由于能够在短时间内获得大量多通道数据,它可以实现比传统地面的SAR更快的数据采集速度。但是,传统的单核数字信号处理器(DSP)具有有限的空间和处理这么大量数据的能力。为了解决这个问题,基于TMS320C6678 DSP设计和执行了用于MIMO成像雷达算法的实时图像处理软件架构(TI),这是基于TI梯形石的最高性能固定/浮点DSP多核架构。从MATLAB到DSP的有效成像算法映射,实现了高效的任务分配,回声数据和处理变量的资源再利用,以及使用多核并行处理的方法。

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