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Quasi-Cyclic Low-Density Parity-Check (QC-LDPC) Codes for Deep Space and High Data Rate Applications

机译:用于深空和高数据速率应用的准循环低密度奇偶校验(QC-LDPC)代码

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摘要

In this paper we investigate and compare the performance of a selected class of Low-Density Parity-Check (LDPC) codes, i.e. Quasi-Cyclic (QC) LDPC codes, against the currently used turbo codes for deep space and high data rate applications. This is useful in future updates of the channel code option used for such applications by the Consultative Committee for Space Data Systems (CCSDS). A wide range of different code rates is examined and the obtained Bit Error Rate (BER) performance versus the Bit Energy to Noise Spectral Density ratio (E_b/N_0) is reported. Both low and high code rates are being studied, and specifically the 1/2, 1/3, 1/4 and 1/5 as well as the 2/3, 3/4 and 4/5 code rates are taken under consideration. The role of the iteration rounds in the decoding procedure of LDPC codes is also examined showing that QC-LDPC codes outperform the currently used CCSDS turbo codes. Another advantage of QC-LDPC codes is their simple encoding procedure, which reduces the encoding complexity. Since deep space applications are considered, the signals are transmitted over the Additive White Gaussian Noise (AWGN) channel, with the specific block size of 7136 bits.
机译:在本文中,我们调查并比较所选类别的低密度奇偶校验(LDPC)代码的性能,即对准循环(QC)LDPC代码,针对用于深度空间和高数据速率应用的当前使用的Turbo代码。这对于用于空间数据系统(CCSDS)协商委员会的频道代码选项的未来更新中是有用的。报告了各种不同的代码率,并报告获得的位误码率(BER)性能与噪声谱密度比(E_B / N_0)的比特能量。正在研究低和高码率,特别是考虑1/2,1 / 3,1 / 4和1/5以及2/3,3/4和4/5码率。还检查了LDPC代码的解码过程中的迭代轮的作用,示出了QC-LDPC代码优于当前使用的CCSD Turbo代码。 QC-LDPC代码的另一个优点是它们简单的编码过程,这减少了编码复杂度。由于考虑了深度空间应用,因此通过添加的白色高斯噪声(AWGN)信道以7136比特的特定块大小传输信号。

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