在图形处理单元上使用通用计算有效实现无源雷达算法

Karolina Szczepankiewicz, M. Malanowski, Michal Szczepankiewicz
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引用次数: 4

摘要

本文提出了一种利用NVIDIA CUDA技术并行处理DVB-T和FM信号的无源雷达算法的有效实现方法。算法在无源相干定位系统(无源雷达)中进行了测试,该系统利用商用调频无线电和DVB-T电视发射机作为“机会照明器”来探测和跟踪空中目标。所考虑的雷达是在华沙理工大学开发的。为了提供实时的雷达数据处理,需要强大的计算能力。本文的目的是提出一个解决方案,提供足够的性能,以实现实时计算。
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Effective implementation of passive radar algorithms using general-purpose computing on graphics processing units
The paper presents an effective implementation of passive radar algorithms which uses NVIDIA CUDA technology for parallel processing of DVB-T and FM signals. Algorithms were tested in the Passive Coherent Location system (passive radar) which utilizes commercial FM radio and DVB-T television transmitters as “illuminators of opportunity” to detect and track airborne targets. Radar taken into consideration was developed at the Warsaw University of Technology. High computing power is strongly needed in order to provide real-time radar data processing. The aim of this paper is to present a solution that provides sufficient performance to achieve real-time calculations.
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