Performance of different wavelet families using DWT and DWPT-channel equalization using ZF and MMSE

R. Asif, A. Hussaini, R. Abd‐Alhameed, S. R. Jones, J. Noras, E. Elkhazmi, Jonathan Rodriguez
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引用次数: 6

Abstract

We have studied the performance of multidimensional signaling techniques using wavelets based modulation within an orthogonally multiplexed communication system. The discrete wavelets transform and wavelet packet modulation techniques have been studied using Daubechies 2 and 8, Biothogonal1.5 and 3.1 and reverse Biorthognal 1.5 and 3.1 wavelets in the presence of Rayleigh multipath fading channels with AWGN. Results showed that DWT based systems outperform WPM systems both in terms of BER vs. SNR performance as well as processing. The performances of two different equalizations techniques, namely zero forcing (ZF) and minimum mean square error (MMSE), were also compared using DWT. When the channel is modeled using Rayleigh multipath fading, AWGN and ISI both techniques yield similar performance.
用DWT和dwpt进行不同小波族的性能分析,用ZF和MMSE进行信道均衡
我们研究了在正交复用通信系统中使用基于小波的调制的多维信号技术的性能。在具有AWGN的瑞利多径衰落信道存在的情况下,利用Daubechies 2和8、Biothogonal1.5和3.1以及反向双正交1.5和3.1小波,研究了离散小波变换和小波包调制技术。结果表明,基于DWT的系统在误码率与信噪比性能以及处理方面都优于WPM系统。利用DWT比较了零强迫(ZF)和最小均方误差(MMSE)两种不同均衡技术的性能。当使用瑞利多径衰落信道建模时,AWGN和ISI两种技术都产生相似的性能。
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