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Performance Evaluation of LDPC Codes on PLC Channel Compared to Other Coding Schemes

机译:与其他编码方案相比,PLC信道上的LDPC码性能评估

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In this paper we study how power line communications are affected by different coding techniques. We investigate the case of LDPC coding scheme and its application to the PLC channel. The modulation method applied is BPSK while the transmission technique used is OFDM. We study regular LDPC codes, which is the worst case scenario concerning the performance of LDPC codes. The OFDM symbol size is initially defined at 4096 carriers, since certain characteristics of LDPC codes, like their sparse parity check matrix, imply that a larger block size improves their performance. In this paper, the coding and decoding technique have firstly been applied to a realistic power line channel. The attenuation caused by the PLC channel is derived from actual measurements. We test the performance of LDPC codes of 陆 code rate, by means of BER, compared to Reed-Solomon codes of similar code rate and convolutional codes, when they are all applied to the PLC channel and under the same conditions. Additionally, impulsive noise is generated and the system''s performance is tested under the coding schemes mentioned above. Afterwards, we examine how different code rates affect the BER. All the above results are obtained via computer simulations.
机译:在本文中,我们研究了不同编码技术如何影响电力线通信。我们研究了LDPC编码方案的情况及其在PLC通道中的应用。所使用的调制方法是BPSK,而所使用的传输技术是OFDM。我们研究常规LDPC码,这是有关LDPC码性能的最坏情况。 OFDM符号大小最初定义为4096个载波,因为LDPC码的某些特性(例如其稀疏奇偶校验矩阵)暗示着更大的块大小可以提高其性能。在本文中,首先将编码和解码技术应用于现实的电力线信道。 PLC通道引起的衰减是从实际测量得出的。我们将BER码率的LDPC码的性能与相同码率和卷积码的Reed-Solomon码均应用于相同的PLC通道并在相同条件下进行了比较。此外,还会产生脉冲噪声,并在上述编码方案下测试系统的性能。然后,我们研究不同的码率如何影响BER。以上所有结果都是通过计算机模拟获得的。

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