确定卷积网络编码对矩阵表示的条件

N. Cai, Wangmei Guo
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引用次数: 10

摘要

在无环网络中,全局编码核是由局部编码核唯一地决定的。但在循环网络中却不是这样。为了研究这个问题,我们采用矩阵幂级数来描述编码核。这种排列不仅使物理意义明确,而且便于从局部编码核中获得确定全局编码核的条件。我们用K0表示局部编码核矩阵的常数项。则上述条件是K0的特征。证明幂零K0足以确定F(z)。当编码拓扑相对于K0是无环时,K0是幂零的。这一结果为卷积网络编码编码器的设计提供了方便。然后推导了确定卷积网络编码的等效条件,并通过实例进一步讨论了这些条件之间的包含关系。
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The conditions to determine convolutional network coding on matrix representation
Over acyclic networks, it is well known that the global encoding kernels are uniquely determined by the local encoding kernels. But it is not in the case over cyclic networks. To study this problem, we employ matrix power series to describe the encoding kernels. This arrangement not only makes the physical meaning explicitly, but also makes it easy to obtain the conditions of determining the global encoding kernels from the local encoding kernels. We denote by K0 the constant term of the local encoding kernel matrix. Then the above conditions are characteristic of K0. It is shown that a nilpotent K0 is sufficient to determine F(z). K0 is nilpotent when the encoding topology with respect to K0 is acyclic. This result facilitates convolutional network coding encoder design. Then the equivalent conditions to determine convolutional network coding are deduced, and the inclusion relations among these conditions are further discussed in some examples.
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