On stability across a Gaussian product channel

U. Kumar, V. Gupta, J. N. Laneman
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引用次数: 12

Abstract

We present sufficient conditions for stabilizing a scalar discrete-time LTI plant in the mean squared sense when a sensor transmits the plant state information to a remotely placed controller across a Gaussian product channel. The Gaussian product channel models a continuous-time waveform Gaussian channel, where the encoder transmits information to the receiver across multiple noisy paths. It is known that linear coding schemes may lead to overly restrictive stabilizability conditions in such scenarios. We present a non-linear coding scheme and present the resulting stablizability conditions. When these conditions are satisfied with equality, the proposed coding scheme transmits data across the product channel at a rate equal to the capacity of the channel; thus, the conditions are conjectured to be necessary as well.
关于高斯积通道的稳定性
当传感器通过高斯积信道将设备状态信息传输到远程控制器时,我们给出了在均方意义下稳定标量离散LTI设备的充分条件。高斯积信道模拟了一个连续时间波形高斯信道,其中编码器通过多个噪声路径向接收机传输信息。众所周知,在这种情况下,线性编码方案可能导致过于严格的稳定性条件。我们提出了一种非线性编码方案,并给出了其稳定性条件。当这些条件满足相等时,所提出的编码方案以与信道容量相等的速率跨产品信道传输数据;因此,推测条件也是必要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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