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arXiv 1303.4597cond-mat.stat-mech
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耗散和扩散过程的信息损失、熵产生和时间反演

Information loss, entropy production and time reversal for dissipative and diffuse processes

Peter Burgholzer

摘要:

在非破坏性成像中,关于样品内部的空间图案的信息必须通过某些波(例如,超声波或电磁波)传递到样品表面。在样品表面,可以检测到这些波,并从测量的信号重建内部结构。关于样品内部的信息量,这可以从样品表面上检测到的波获得,基本上是由从其激发到表面的传播的影响。散射、耗散或扩散导致熵产生和传播波的信息损失,因此导致对内部结构成像的分辨率损失。已经进行了几次尝试来补偿这些扩散或耗散效应,以获得样品内部的重建图像的更高分辨率。在这项工作中,它示出,螺旋波动限制这种补偿,因此也在一定深度的非破坏性成像的空间分辨率是有限的。我们描述了一个例子扩散和另一个耗散和随机过程建模的信息损失。对于这两个示例,热力学熵产生等于信息的损失,这导致重建图像中可实现的空间分辨率的理论限制。

英文摘要:

In non-destructive imaging the information about the spatial pattern of a samples interior has to be transferred to the sample surface by certain waves, e.g. ultrasound or electromagnetic waves. At the sample surface these waves can be detected and the interior structure is reconstructed from the measured signals. The amount of information about the interior of the sample, which can be gained from the detected waves on the sample surface, is essentially influenced by the propagation from its excitation to the surface. Scattering, dissipation, or diffusion causes entropy production and a loss of information for the propagating waves, and therefore results in a loss of resolution for imaging the interior structure. There have been made several attempts to compensate these diffusive or dissipative effects to get a higher resolution for the reconstructed images of the samples interior. In this work it is shown that thermodynamical fluctuations limit this compensation and therefore also the spatial resolution for non-destructive imaging at a certain depth is limited. We describe one example for diffusion and another one for dissipation and the loss of information is modeled by stochastic processes. For both examples the thermodynamic entropy production is equal to the loss of information, which results in a theoretical limit for the achievable spatial resolution in the reconstructed image.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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