基于OFDM的离散小波包MMSE均衡

F. Farrukh, S. Baig, M. Mughal
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引用次数: 6

摘要

在正交频分复用(OFDM)中,采用傅里叶变换(FT)作为调制技术。为了避免频散信道造成的码间干扰(ISI), OFDM采用了循环前缀(CP),这也降低了OFDM的频谱效率。小波包变换(WPT)作为一种无线通信调制方案已被提出。本文提出了一种基于WPT的OFDM,并采用最小均方误差(MMSE)均衡器。均衡化是小波中的一个主要因素。提出了基于WPT的小波OFDM (WOFDM)的MMSE,并与零强迫均衡器(ZFE)进行了比较。在存在加性高斯白噪声(AWGN)和脉冲噪声的情况下,对任意量级有限脉冲响应(FIR)信道的性能进行了测试。仿真结果表明,在存在噪声的情况下,MMSE均衡技术比ZFE均衡技术在误码率(BER)方面有明显改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MMSE equalization for discrete wavelet packet based OFDM
In Orthogonal Frequency Division Multiplexing (OFDM), Fourier Transform (FT) is used as a modulation technique. To avoid Inter-symbol Interference (ISI) in OFDM by a time dispersive channel, a Cyclic Prefix (CP) is used which also reduces its spectral efficiency. Wavelet Packet Transform (WPT) as a modulation scheme has been proposed for wireless communication. In this paper, WPT based OFDM is presented and proposed using Minimum Mean Square Error (MMSE) equalizer. Equalization is a major factor in wavelets. MMSE is proposed for Wavelet based OFDM (WOFDM) based on WPT and compared with Zero Forcing Equalizer (ZFE). The performance is measured for arbitrary magnitude Finite Impulse Response (FIR) channels in the presence of Additive White Gaussian Noise (AWGN) and impulse noise. Simulation results show a clear improvement in Bit Error Rate (BER) for MMSE over ZFE equalization technique in the presence of noise.
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