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Code Construction and FPGA Implementation of a Low-Error-Floor Multi-Rate Low-Density Parity-Check Code Decoder

机译:低错误率多速率低密度奇偶校验码解码器的代码构造和FPGA实现

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With the superior error correction capability, low-density parity-check (LDPC) codes have initiated wide scale interests in satellite communication, wireless communication, and storage fields. In the past, various structures of single code-rate LDPC decoders have been reported. However, to cover a wide range of service requirements and diverse interference conditions in wireless applications, LDPC decoders that can operate at both high and low code rates are desirable. In this paper, a 9-k code length multi-rate LDPC decoder architecture is presented and implemented on a Xilinx field-programmable gate array device. Using pin selection, three operating modes, namely, the irregular 1/2 code mode, the regular 5/8 code mode, and the regular 7/8 code mode, are supported. Furthermore, to suppress the error floor level, a characterization on the conditions for short cycles in a LDPC code matrix expanded from a small base matrix is presented, and a cycle elimination algorithm is developed to detect and break such short cycles. The effectiveness of the cycle elimination algorithm has been verified by both simulation and hardware measurements, which show that the error floor is suppressed to a much lower level without incurring any performance penalty. The implemented decoder is tested in an experimental LDPC orthogonal frequency division multiplexing system and achieves the superior measured performance of block error rate below 10{sup}(-7) at signal-to-noise ratio of 1.8 dB.
机译:凭借出色的纠错能力,低密度奇偶校验(LDPC)码引发了卫星通信,无线通信和存储领域的广泛兴趣。过去,已经报道了单码率LDPC解码器的各种结构。然而,为了覆盖无线应用中的广泛的服务要求和各种干扰条件,期望能够以高和低编码率两者操作的LDPC解码器。本文提出了一种9-k码长的多速率LDPC解码器架构,并在Xilinx现场可编程门阵列器件上实现。通过引脚选择,支持三种工作模式,即不规则的1/2码模式,常规的5/8码模式和常规的7/8码模式。此外,为了抑制错误下限水平,提出了从小基本矩阵扩展来的LDPC码矩阵中短周期条件的表征,并开发了一种周期消除算法来检测和破坏这种短周期。仿真和硬件测量均验证了周期消除算法的有效性,这表明错误率底限被抑制到更低的水平,而不会造成任何性能损失。所实现的解码器在实验性的LDPC正交频分复用系统中进行了测试,并在1.8 dB的信噪比下实现了低于10 {sup}(-7)的出色的误码率测量性能。

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