基于量化反馈的高斯MAC有限块长线性叠加编码

Stefan Farthofer, G. Matz
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引用次数: 0

摘要

提出了一种具有量化反馈的非对称高斯多址双用户信道的线性收发方案。我们的方案是对渐近(无限块长)体制的结果的推广。采用信息瓶颈法对量化反馈环节进行建模。我们的块反馈叠加编码方案将传输功率分割为ozarow类线性反馈码和忽略反馈的传统码。我们研究了固定错误概率下可实现的和率作为块长度的函数。我们使用渐近最优功率分配,并通过寻找块长度的最优权衡来进一步优化叠加,使叠加的组成方案的可实现和率最大化。
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Finite-blocklength linear superposition coding for the Gaussian MAC with quantized feedback
We propose a linear transceiver scheme for the asymmetric two-user Gaussian multiple access channel with quantized feedback in the practically important regime of finite blocklength. Our scheme is an extension of results obtained for the asymptotic (infinite blocklength) regime. The quantized feedback link is modeled via the information bottleneck method. Our block-feedback superposition coding scheme splits the transmit power between an Ozarow-like linear feedback code and a conventional code that ignores the feedback. We study the achievable sum rate for fixed error probabilities as a function of the blocklength. We use asymptotically optimal power allocation and further optimize the superposition via finding the optimal trade-off in the blocklengths that maximizes the achievable sum rate of the constituent schemes of the superposition.
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