Effects of wavelet choice in fast-fading channel estimation using wavelet transform-based deconvolution

C. Vaz, D. G. Daut
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引用次数: 5

Abstract

In this paper a procedure for deconvolving signals in a Discrete Wavelet Transform (DWT) framework is applied to the estimation of impulse responses of fast-fading communications channels. Specifically, the effects of using several different wavelets on the performance of such wavelet-domain channel estimation is investigated. Monte Carlo simulations are performed using eight different wavelets. The simulations estimate impulse responses having a fast-fading, multipath, Power Delay Profile (PDP), and include Additive White Gaussian Noise (AWGN) resulting in Eb/N0 ratios from 0 dB to 30 dB. Results show that DWT-based deconvolution is especially effective when wavelets corresponding to short-length filters are used.
基于小波变换的反卷积快速衰落信道估计中小波选择的影响
将离散小波变换(DWT)框架下的信号反卷积方法应用于快速衰落通信信道的脉冲响应估计。具体来说,研究了不同小波对小波域信道估计性能的影响。蒙特卡罗模拟使用八个不同的小波。仿真估计了具有快速衰落、多径、功率延迟曲线(PDP)的脉冲响应,并包括可加性高斯白噪声(AWGN),导致Eb/N0比从0 dB到30 dB。结果表明,当使用短长度滤波器对应的小波时,基于dwt的反卷积特别有效。
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