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FPGA-Based Cherenkov Ring Recognition in Nuclear and Particle Physics Experiments

机译:核物理和粒子物理实验中基于FPGA的Cherenkov环识别

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Cherenkov ring is often adopted to identify particles flying through the detector systems in nuclear and particle physics experiments. In this paper, we introduce an improved ring recognition algorithm and present its FPGA implementation. Compared to the previous implementation based on VMEBus and FPGAs, our design is evaluated to outperform by several tens up to hundred times with acceptable resource utilizations on a Xilinx Virtex-4 FX60 FPGA. The design module will reside in the online data acquisition (DAQ) and trigger facilities, and contribute to significantly reduce the data rate of storage for offline analysis by retaining only interesting events and dropping the noise. Our customized FPGA cluster in one ATCA [1] shelf is foreseen to achieve an equivalent computation capability up to thousands of commodity PCs for particle recognition.
机译:在核和粒子物理实验中,通常采用Cherenkov环来识别飞过探测器系统的粒子。在本文中,我们介绍了一种改进的环形识别算法,并介绍了其FPGA实现。与以前的基于VMEBus和FPGA的实现相比,在Xilinx Virtex-4 FX60 FPGA上以可接受的资源利用率对我们的设计进行了数十至一百倍的性能评估。该设计模块将驻留在在线数据采集(DAQ)和触发工具中,并通过仅保留有趣的事件并降低噪音来显着降低用于离线分析的存储数据速率。可以预见,我们在一个ATCA [1]机架中定制的FPGA集群可实现多达数千台用于颗粒识别的商用PC的等效计算能力。

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