多载波系统正交与双正交小波的比较

O. O. Anoh, R. Abd‐Alhameed, S. R. Jones, J. Noras, Y. A. Dama, A. Altimimi, N. Ali, M. Alkhambashi
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引用次数: 10

摘要

小波由双尺度膨胀方程(1)的父尺度函数的基集构造而成。正交小波来自一个正交基集,而双正交小波则来自不同的基集。每个基组相应加权形成滤波器,高通或低通,形成正交镜像滤波器(QMF)组的成分。因此,这些滤波器可以用来设计小波,不同的加权参数贡献各自的小波特性,这些小波特性会影响变换在应用中的性能,例如多载波调制。本研究探讨了后续多载波调制的应用。结果表明,数字多载波通信信号处理中特定小波的最佳选择可能与小波在图像和视频压缩等其他领域的应用有很大不同。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison of orthogonal and biorthogonal wavelets for multicarrier systems
Wavelets are constructed from the basis sets of their parent scaling functions of the two-scale dilation equation (1). Whereas orthogonal wavelets come from one orthogonal basis set, the biorthogonal wavelets project from different basis sets. Each basis set is correspondingly weighted to form filters, either highpass or lowpass, which form the constituents of quadrature mirror filter (QMF) banks. Consequently, these filters can be used to design wavelets, the differently weighted parameters contributing respective wavelet properties which influence the performance of the transforms in applications, for example multicarrier modulation. This study investigated applications for onward multicarrier modulation applications. The results show that the optimum choice of particular wavelet adopted in digital multicarrier communication signal processing may be quite different from choices in other areas of wavelet applications, for example image and video compression.
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