MIMO系统的多线性编码与解码

Fazal-E. Asim, A. D. Almeida, M. Haardt, C. Cavalcante, J. Nossek
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引用次数: 0

摘要

未来无线通信系统的目标是提供可靠和高质量的服务。我们提出了多线性编码和解码策略,利用克罗内克结构恒模星座在多输入多输出(MIMO)系统中提供低误码率(BER)。编码方案基于单层Khatri-Rao、双层Khatri-Rao和混合Kronecker-Khatri-Rao编码过程。相应的多线性解码器由基于矩阵和/或张量的秩一近似的封闭形式算法组成。与带有硬维特比解码器和软维特比解码器的卷积码相比,在相同的频谱效率下,所提出的多线性编解码策略在误码率方面优于后者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-Linear Encoding and Decoding for MIMO Systems
The objective of future wireless communication systems is to provide a reliable and high quality of service. We propose multi-linear encoding and decoding strategies by exploiting Kronecker-structured constant modulus constellations for providing a low bit error ratio (BER) in multiple-inputmultiple-output (MIMO) systems. The encoding schemes are based on the one-layer Khatri-Rao, two-layer Khatri-Rao and hybrid Kronecker-Khatri-Rao encoding processes. The corresponding multi-linear decoders consist of closed-form algorithms based on rank-one approximations of matrices and/or tensors. Compared with the convolutional codes with hard and soft Viterbi decoders, the proposed multi-linear encoding and decoding strategies outperform the latter in terms of BER for the same spectral efficiency.
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