OFDM系统中减小PAPR的差分进化算法

H. Ait Saadi, A. Guessoum, J. Chouinard
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引用次数: 6

摘要

正交频分复用(OFDM)是一种复杂的多载波调制技术。它以其对频率选择性衰落信道的鲁棒性而闻名。反过来,OFDM的主要缺点是传输信号的峰值平均功率比(PAPR)很高。这一特性使得OFDM信号对高功率放大器(HPA)的非线性非常敏感。部分发射序列(PTS)是OFDM系统中降低PAPR的最具吸引力的方法之一。它在不失真的情况下实现了相当大的PAPR降低,但它需要对给定相位因子的所有组合进行详尽的搜索,这导致计算复杂性随着分区的数量呈指数增长。本文提出了一种基于差分进化优化方法(DE)的次优PTS方法,有效地降低了计算复杂度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Differential evolution algorithm for PAPR reduction in OFDM systems
Orthogonal Frequency Division Multiplexing (OFDM) is is a sophisticated multicarrier modulation technique. It's known by its robustness against frequency selective fading channels. In return, the major drawback of OFDM is the high peak-to-average power ratio (PAPR) of the transmitted signal. This feature makes the OFDM signals very sensitive to non-linearities of the High Power Amplifier (HPA). Partial transmit sequence (PTS), is one of the most attractive method to reduce the PAPR in OFDM systems. It achieves considerable PAPR reduction without distortion, but it requires an exhaustive search over all the combinations of the given phase factors, which results in a computational complexity increases exponentially with the number of partitions. We propose in this paper, a sub-optimal PTS method based on Differential Evolution optimization method (DE), reducing efficiently the computational complexity.
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