Jeong Ki Kim, S. P. Balakannan, M. Lee, Chang Joo Kim
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引用次数: 6
摘要
LDPC编码的弱点之一是通信系统的计算复杂度。Richardson提出了一种利用低密度奇偶校验矩阵制作码字的有效编码方法。本文主要研究了由矩阵A、B、C、D、E和t组成的Richardson LDPC矩阵的计算复杂度,并提出了两种低复杂度编码方案。第一个实现了T-1 = E = I,约束了由对角矩阵组成的D,第二个实现了T-1 = phi-1 = I,从而将复杂度从O(n+g2)降低到O(n),并且有效地省略了一些编码过程。此外,我们对我们的矩阵进行了数值实验。所提出的方案可用于高速率和高速通信系统,因为它降低了编码的复杂性和压缩了编码过程。
Low complexity encoding of LDPC codes for high-rate and high-speed communication
One of the weak points for LDPC encoding is the computational complexity in communication system. An efficient encoding was presented by Richardson who approached making codeword by using parity check matrices with low density. In this paper, we focus on computational complexity of Richardson's LDPC matrix which is composed by matrix A, B, C, D, E and T. We propose two schemes for low complexity encoding. First one accomplishes T-1 = E = I and restricts D consisting of dual diagonal matrices and second one achieves T-1 = phi-1 = I. Therefore the constraint reduces complexity from O(n+g2) to O(n) and efficiently omits some process of encoding. Also, we perform numerical experiments on our matrices. Proposed schemes can be useful for high-rate and high-speed communication systems due to reduced complexity and retrenched processes of encoding.