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Channel Estimation and Synchronization with Sub-Nyquist Sampling and Application to Ultra-Wideband Systems

机译:亚奈奎斯特采样的信道估计和同步及其在超宽带系统中的应用

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摘要

We consider the problem of low-complexity channel estimation and timing in digital ultra-wideband receivers. We extend some of our recent results on sampling of certain classes of parametric non-bandlimited signals and develop a frequency domain framework that yields high-resolution estimates of all relevant channel parameters by sampling a received signal below the traditional Nyquist rate. In particular, we show that the minimum required sampling rate in an UWB receiver is determined by the so-called {em innovation rate}, which corresponds to the number of degrees of freedom of the received UWB signal. Our framework allows for faster acquisition compared to current digital solutions and potentially reduces power consumption and complexity of digital UWB receivers significantly. It is particularly suitable in applications such as ranging or positioning and can also be used for identification of more realistic UWB channel models, where different propagation paths undergo different frequency-selective mitigation.
机译:我们考虑数字超宽带接收机中的低复杂度信道估计和时序问题。我们扩展了对某些类别的参数非带限信号采样的最新研究成果,并开发了一个频域框架,该框架通过对低于传统奈奎斯特速率的接收信号进行采样来产生所有相关信道参数的高分辨率估计。尤其是,我们表明,UWB接收机中的最小所需采样率由所谓的{ em创新率}决定,它对应于接收到的UWB信号的自由度数。与当前的数字解决方案相比,我们的框架可加快采集速度,并有可能显着降低数字UWB接收器的功耗和复杂性。它特别适用于诸如测距或定位之类的应用,还可以用于识别更现实的UWB信道模型,其中不同的传播路径会经历不同的频率选择性缓解。

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