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Improved Turbo Decoding Using Soft Combining Principle

机译:使用软组合原理改进的Turbo解码

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摘要

One great challenge in wireless communication systems is to ensure reliable communications. Turbo codes are known by their interesting capabilities to deal with transmission errors. In this paper, we present a novel turbo decoding scheme based on soft combining principle. Our method improves decoding performance using soft combining technique inside the turbo decoder. Working on Max-Log-Maximum a Posteriori (Max-Log-MAP) turbo decoding algorithm and using an Additive White Gaussian Noise (AWGN) channel model and 16 Quadrature Amplitude Modulation (16QAM), simulation results show that the suggested solution is efficient and outperforms the conventional Max-Log-MAP algorithm in terms of Bit Error Rate (BER). The performance analysis is carried out in terms of BER by varying parameters such as the Energy per bit to Noise power spectral density ratio (E_b/N_o), and decoding iterations number. We call our proposed solution Soft Combined Turbo Codes.
机译:无线通信系统中的一大挑战是确保可靠的通信。 Turbo码以其处理传输错误的有趣功能而闻名。在本文中,我们提出了一种基于软组合原理的新型turbo解码方案。我们的方法使用Turbo解码器内部的软合并技术提高了解码性能。仿真结果基于最大对数最大后验(Max-Log-MAP)Turbo解码算法,并使用加性高斯白噪声(AWGN)信道模型和16正交幅度调制(16QAM),仿真结果表明所提出的解决方案是有效的,并且在误码率(BER)方面优于传统的Max-Log-MAP算法。通过更改诸如每比特能量与噪声功率谱密度之比(E_b / N_o)之类的参数以及解码迭代次数,可以根据BER进行性能分析。我们将我们提出的解决方案称为“软组合Turbo码”。

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