QC-LDPC码及其在电力线通信信道上的性能

N. Andreadou, F. Pavlidou
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引用次数: 6

摘要

在电力线通信信道(PLC)中引入了低密度奇偶校验码(LDPC)。我们研究了LDPC码不同的译码算法对系统性能的影响。因此,我们提出了一种迭代的信念传播译码算法,并对原始的位翻转算法进行了改进。此外,还提出了一种将这两种算法相结合的混合技术。研究了不同码率的不规则LDPC码。具体来说,研究了1/2、1/3、2/3、3/4和4/5码率的情况。对于不规则LDPC码,用拟循环形式构造。系统的性能是用误码率(BER)和信噪比(SNR)来表示的。为了设计电力线通信信道,使用Middleton的A类噪声模型来考虑系统的背景和脉冲噪声,同时也使用Zimmermann的信道模型。考虑了OFDM传输技术。结果通过计算机模拟得出。
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QC-LDPC codes and their performance on Power Line Communications Channel
In this paper Low Density Parity Check Codes (LDPC) are introduced in the Power Line Communications Channel (PLC). We investigate how different decoding algorithms, which are applied on LDPC codes, affect the system's performance. Therefore, an iterative belief propagation decoding algorithm as well as a proposed variation of the original bit flipping algorithm are exploited. In addition, a hybrid technique combining these two algorithms is proposed. Irregular LDPC codes of various code rates are studied. Specifically, the cases of 1/2, 1/3, 2/3, 3/4 and 4/5 code rates are investigated. Regarding the irregular LDPC codes, they are constructed in a Quasi-Cyclic form. The system's performance is expressed in terms of the resultant Bit Error Rate (BER) versus the Signal to Noise Ratio (SNR). In order to design the power line communications channel, Middleton's class A noise model is used to account for the system's background and impulsive noise, while Zimmermann's channel model is also used. The OFDM transmission technique is taken into account. Results are derived via computer simulations.
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