介质噪声条件下磁记录信道信息率的计算

D. Arnold, E. Eleftheriou
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引用次数: 3

摘要

提出了一种计算中等噪声条件下磁记录信道信息率的信息论方法,该方法假设输入过程为0.5-伯努利,并优化了马尔可夫输入过程。该方法基于著名的Shamai-Laroia界猜想。结合洛伦兹回读脉冲、微径道模型和加性高斯白噪声(AWGN)对磁记录通道的复合行为进行了建模。数值结果表明,从信息论的角度看,在某些情况下,介质噪声优于AWGN。
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Computing information rates of magnetic recording channels in the presence of medium noise
An information-theoretic method is presented for computing information rates of magnetic recording channels with medium noise, assuming 0.5-Bernoulli as well as optimized Markov input processes. The method is based on the well-known conjectured Shamai-Laroia bound. The compound behavior of the magnetic recording channel is modelled by combining the Lorentzian read-back pulse, the microtrack channel model, and additive white Gaussian noise (AWGN). Numerical results are provided that show that from an information theoretic viewpoint in certain cases medium noise is preferable to AWGN.
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