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Variation Approach-Based Nonlinear Companding Scheme for PAPR Reduction in OFDM Systems

机译:基于变分方法的非线性压缩方案在OFDM系统中降低PAPR

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摘要

Orthogonal frequency division multiplexing (OFDM) continues to find vast deployment in current and next generation wireless communication systems. However, high peak-to-average power ratio (PAPR) is one of the major drawbacks in the OFDM system. In this paper, we develop a variation approach based nonlinear companding (VANC) scheme to reduce the PAPR in OFDM systems. It aims to find the probability density function (PDF) for OFDM signal amplitudes with low PAPR and low distortion compared with their original Rayleigh distribution. The target PDF is found by solving a variation optimization problem model, which is built to find the lowest PDF distortion with both average signal power and probability conservation constraint. To the best of our knowledge, it is the first time that the variation method is used to find companding function to address the high PAPR problem. We then propose an algorithm with companding operation based on quantized levels. Simulation results validate the performance superiorities of the proposed scheme to that of other typical companding schemes.
机译:正交频分复用 (OFDM) 继续在当前和下一代无线通信系统中得到广泛部署。然而,高峰均功率比(PAPR)是OFDM系统的主要缺点之一。本文开发了一种基于变分方法的非线性压缩(VANC)方案来降低OFDM系统中的PAPR。它旨在找到与原始瑞利分布相比,具有低 PAPR 和低失真的 OFDM 信号幅度的概率密度函数 (PDF)。通过求解变异优化问题模型找到目标PDF,该模型旨在找到具有平均信号功率和概率守恒约束的最低PDF失真。据我们所知,这是第一次使用变分法来寻找压缩函数来解决高PAPR问题。然后,我们提出了一种基于量化水平的压缩操作算法。仿真结果验证了所提方案相对于其他典型压缩方案的性能优势。

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