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GPU-based bistatic ISAR real-time imaging

机译:基于GPU的基于BISTATIV ISAR实时成像

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Bistatic ISAR real-time imaging is a target information acquisition method with strong anti-jamming ability, which is of significant application value in moving targets identification and surveillance. The data quantity that bistatic ISAR real-time imaging needs to process is too big, and architecture of traditional ISAR imaging processors is difficult to meet the demands of bistatic ISAR real-time imaging. The appearance of new computing platform Compute Unified Device Architecture (CUDA) based on Graphics Processing Unit (CPU) provides a new solution for real-time imaging with large amounts of data processing. In this paper we use the efficient computing platform to make general purpose parallel computations by CPU, to realize the bistatic ISAR real-time imaging for targets. Research results showed that due to its large numbers of computing units and continuously optimizing computing platform, the processing efficiency and performance of CPU have significantly improvement compared with the traditional ISAR processors. Therefore, CPU can be widely used in monostatic and bistatic ISAR real-time imaging.
机译:BISTATIC ISAR实时成像是具有强烈抗干扰能力的目标信息采集方法,其在移动目标识别和监视方面具有显着的应用价值。 Bistatic ISAR实时成像需要处理的数据量太大,传统的ISAR成像处理器的架构难以满足Bistatic Isar实时成像的需求。基于图形处理单元(CPU)的新计算平台计算统一设备架构(CUDA)的外观为具有大量数据处理的实时成像提供了新的解决方案。在本文中,我们使用高效的计算平台通过CPU进行通用并行计算,以实现目标的BISTOVIC ISAR实时成像。研究结果表明,由于其大量的计算单元和连续优化计算平台,与传统的ISAR处理器相比,CPU的加工效率和性能显着改善。因此,CPU可以广泛用于单体和双静脉的ISAR实时成像。

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