Robust turbo decoding in impulse noise channels

Der-Feng Tseng, Tsung-Ru Tsai, Y. Han
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引用次数: 8

Abstract

Powerline communications, an enabling technology for data networking alternative, susceptible to impulse noise such that it is likely to miss an assured quality of service. Turbo coding has long served as an essential tool to overcome this obstacle. However, this comes at the cost of estimating the statistics of impulse noise, which is generally not time-invariant and may change rapidly over time, further increasing receiver complexity. This study proposes clipping on trellis to avoid this problem. A corresponding decoder metric dictated by the clipping threshold, which is a function of the probability of guessing for the unknown impulse arrival probability, was properly formulated to leverage the coding gain. Regardless of the impulse noise model assumed, the simulation results in this study, in terms of bit error probability, show that the proposed decoding scheme is robust to impulse and performs fairly close to its sophisticated counterpart, which however fully exploits the statistics of the impulse noise.
脉冲噪声信道鲁棒turbo解码
电力线通信是替代数据网络的一种使能技术,容易受到脉冲噪声的影响,因此很可能失去有保证的服务质量。涡轮编码长期以来一直是克服这一障碍的重要工具。然而,这是以估计脉冲噪声的统计数据为代价的,脉冲噪声通常不是时不变的,可能随着时间的推移而迅速变化,进一步增加了接收机的复杂性。本研究建议在格子上修剪以避免此问题。相应的解码器度量由裁剪阈值决定,这是未知脉冲到达概率的猜测概率的函数,适当地制定以利用编码增益。无论假设的脉冲噪声模型如何,本研究的仿真结果,在误码率方面,表明所提出的解码方案对脉冲具有鲁棒性,并且性能相当接近复杂的解码方案,但充分利用了脉冲噪声的统计量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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