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A Scalable Correlator Architecture Based on Modular FPGA Hardware, Reuseable Gateware, and Data Packetization

机译:基于模块化FpGa硬件的可扩展相关器架构,   可重复使用的Gateware和数据打包

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摘要

A new generation of radio telescopes is achieving unprecedented levels ofsensitivity and resolution, as well as increased agility and field-of-view, byemploying high-performance digital signal processing hardware to phase andcorrelate large numbers of antennas. The computational demands of these imagingsystems scale in proportion to BMN^2, where B is the signal bandwidth, M is thenumber of independent beams, and N is the number of antennas. Thespecifications of many new arrays lead to demands in excess of tens of PetaOpsper second. To meet this challenge, we have developed a general purpose correlatorarchitecture using standard 10-Gbit Ethernet switches to pass data betweenflexible hardware modules containing Field Programmable Gate Array (FPGA)chips. These chips are programmed using open-source signal processing librarieswe have developed to be flexible, scalable, and chip-independent. This workreduces the time and cost of implementing a wide range of signal processingsystems, with correlators foremost among them,and facilitates upgrading to newgenerations of processing technology. We present several correlatordeployments, including a 16-antenna, 200-MHz bandwidth, 4-bit, full Stokesparameter application deployed on the Precision Array for Probing the Epoch ofReionization.
机译:通过使用高性能的数字信号处理硬件对大量天线进行相位和相关处理,新一代射电望远镜的灵敏度和分辨率达到了前所未有的水平,并且敏捷性和视野得到了提高。这些成像系统的计算需求与BMN ^ 2成比例,其中B是信号带宽,M是独立波束的数量,N是天线的数量。许多新阵列的规格导致需求超过数十皮秒每秒。为了应对这一挑战,我们开发了一种通用的相关器架构,该架构使用标准的10 Gb以太网交换机在包含现场可编程门阵列(FPGA)芯片的灵活硬件模块之间传递数据。这些芯片是使用开源信号处理库进行编程的,我们已将其开发为灵活,可扩展且与芯片无关。这减少了实施各种信号处理系统的时间和成本,其中最重要的是相关器,并有助于升级到新一代处理技术。我们介绍了几种相关方法,包括在精密阵列上部署的16天线,200 MHz带宽,4位,完整的Stokesparameter应用,以探测电离时代。

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