首页> 外文会议>International Conference on Computational Science pt.4; 20040606-20040609; Krakow; PL >Design and Distributed Computer Simulation of Thin p~+-i-n~+ Avalanche Photodiodes Using Monte Carlo Model
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Design and Distributed Computer Simulation of Thin p~+-i-n~+ Avalanche Photodiodes Using Monte Carlo Model

机译:使用Monte Carlo模型设计p〜+ -i-n〜+雪崩光电二极管的设计和分布式计算机仿真

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The output current of an avalanche photodiodes (APD's) fluctuates in the absence of light as well as in its presence. The noise in APD's current arises from three sources: randomness in the number and in the positions at which dark carrier pairs are generated, randomness in the photon arrival number, and randomness in the carrier multiplication process. A Monte Carlo model has been used to estimate the excess noise factor in thin p~+-i-n~+ GaAs avalanche photodiodes. As this approach is computation intensive, simple parallel algorithm considering heterogeneous cluster based on MPICH was designed and implemented. Very good performance gain was achieved. It was found that APD model provides very good fits to the measured gain and noise and as such provides an accurate picture of the device operation. In this way, various device structures can be analyzed prior to their experimental realization. Through "computer experiments" like this outlined here, the effect of various geometries and material compositions on device performance can be assessed and optimal designs achieved.
机译:雪崩光电二极管(APD)的输出电流在不存在光和存在光的情况下都会波动。 APD电流中的噪声来自三个来源:产生暗载流子对的数量和位置的随机性,光子到达数的随机性和载流子倍增过程的随机性。蒙特卡罗模型已被用来估计薄p〜+ -i-n〜+ GaAs雪崩光电二极管中的多余噪声因子。由于该方法计算量大,因此设计并实现了一种基于MPICH的考虑异构集群的简单并行算法。实现了非常好的性能提升。已经发现,APD模型可以很好地拟合所测得的增益和噪声,因此可以准确地描述器件的运行情况。这样,可以在实验实现之前分析各种设备结构。通过此处概述的“计算机实验”,可以评估各种几何形状和材料成分对器件性能的影响,并可以实现最佳设计。

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