过采样OFDM信号峰值功率降低的神经硬件

A. Mori, M. Ohta, K. Yamashita
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引用次数: 3

摘要

OFDM通信系统以其高频谱效率和多径环境下的鲁棒性等特点近年来备受关注。OFDM信号通常具有较高的峰值功率。减小峰值功率是很重要的,因为当这样的信号被非线性放大器放大时,通信质量会下降,并且会产生不必要的带外功率辐射。研究了过采样OFDM信号中的峰值功率抑制问题,提出了一种基于互耦神经网络的解决方案。通过数值实验评价了该方法的峰值功率抑制性能,并对带外辐射功率和误码率的降低进行了评价。实验构建了能够实时处理峰值功率抑制过程的神经硬件,并对其性能进行了评价。©2007 Wiley期刊公司电子工程学报,2009,31 (8):559 - 561;在线发表于Wiley InterScience (www.interscience.wiley.com)。DOI 10.1002 / ecjc.20285
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Neuro‐hardware for peak power reduction of oversampled OFDM signal
OFDM communication system has recently been attracting attention because of its features of high spectrum efficiency and robustness in a multipath environment. The OFDM signal often exhibits a high peak power. It is important to reduce the peak power, since communication quality is degraded and unnecessary outband power radiation is produced when such a signal is amplified by a nonlinear amplifier. This paper considers the peak power suppression problem in an oversampled OFDM signal and presents a solution using a mutually coupled neural network. The peak power suppression performance of the proposed method and the accompanying reduction of the outband radiation power and the bit error rate are evaluated by numerical experiments. Neuro-hardware which can handle the peak power suppression process in real time is experimentally constructed, and its performance is evaluated. © 2007 Wiley Periodicals, Inc. Electron Comm Jpn Pt 3, 90(8): 54– 62, 2007; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/ecjc.20285
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