首页> 外文会议>Conference on Photonic Devices and Algorithms for Computing II, Aug 2-3, 2000, San Diego, USA >Fundamental properties of spatial light modulators for Fourier transform applications
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Fundamental properties of spatial light modulators for Fourier transform applications

机译:用于傅立叶变换应用的空间光调制器的基本特性

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The performance of Fourier transform optical processors, e.g. optical correlators, beam steering systems, associative memories, etc., depends intimately both on the physical characteristics of the particular spatial light modulator (SLM) and on the particular algorithms that map the signal into the available modulation range of the device. For the most general Fourier systems the information/signal is complex-valued. This is an essential requirement for multi-spot beam steering systems and composite pattern recognition filters. Since practical and/or affordable SLM's only represent a limited range of values in the complex plane (e.g. phase-only or quantized phase), numerous approaches have been proposed and demonstrated for representing, approximating, encoding or mapping complex values to the available SLM states. The best approach depends on the space bandwidth product of the signal, the number of SLM pixels, the computation time of the encoding algorithm, the time available for the application, and the quality of the optical processor, as measured by an application-specific performance metric. Based on the low pixel count and the high cost per pixel of most current SLM's we argue for encoding algorithms that map one signal value to one pixel value, as opposed to group-oriented encoding. This maximizes the usable area of the frequency plane. We also recommend algorithms that maximize the fidelity over the entire frequency range as opposed to maximum diffraction efficiency/minimum mean squared error design. These ideas are illustrated with several simulated and experimental results for pseudorandom, minimum Euclidean distance, error diffusion and hybrid/blended encoding algorithms.
机译:傅立叶变换光学处理器的性能,例如光学相关器,光束转向系统,关联存储器等都与特定空间光调制器(SLM)的物理特性以及将信号映射到设备可用调制范围内的特定算法密切相关。对于最通用的傅立叶系统,信息/信号是复数值。这是对多点光束转向系统和复合模式识别滤波器的基本要求。由于实用和/或负担得起的SLM仅代表复杂平面中有限的值范围(例如,仅相位或量化相位),因此提出了多种方法,并展示了许多方法,用于表示,近似,编码或映射到可用SLM状态。最佳方法取决于信号的空间带宽乘积,SLM像素数,编码算法的计算时间,可用于应用程序的时间以及光学处理器的质量(由特定于应用程序的性能衡量)指标。基于大多数当前SLM的低像素数和高像素成本,我们提出了一种编码算法,该算法将一个信号值映射到一个像素值,而不是面向组的编码。这使频率平面的可用区域最大化。我们还建议使用与最大衍射效率/最小均方误差设计相反的算法,使整个频率范围内的保真度最大化。这些想法通过伪随机,最小欧几里德距离,误差扩散和混合/混合编码算法的一些模拟和实验结果得到了说明。

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