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首页> 外文期刊>Eurasip Journal on Wireless Communications and Networking >Sub-Nyquist sampling for short pulses with Gabor frames
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Sub-Nyquist sampling for short pulses with Gabor frames

机译:带有Gabor帧的短脉冲的亚奈奎斯特采样

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摘要

For analog signals comprised of several, possibly overlapping, finite duration pulses with unknown shapes and time positions, an efficient sub-Nyquist sampling systems is based on Gabor frames. To improve the realizability of this sampling system, we present alternative method for the case that Gabor windows are high order exponential reproducing windows. Then, the time translation element could be realized with exponential filters. In this paper, we also construct the measurement matrix and prove that it has better coherence than Fourier matrix. Besides, for satisfying restricted isometry property (RIP), we reduce the row number and the sparsity by stretching windows and raising E-spline smoothness order. We deduce the signal reconstruction error bound, proving that appropriate selection of the stretching factor and smoothness order guarantees low reconstruction error. At last, we also provide the error bound in presence of noise, showing that the sampling scheme holds nice robustness with high Gabor frames redundancy.
机译:对于由几个可能重叠的有限持续时间脉冲组成的模拟信号,这些脉冲具有未知的形状和时间位置,有效的亚奈奎斯特采样系统基于Gabor帧。为了提高此采样系统的可实现性,对于Gabor窗口是高阶指数再现窗口的情况,我们提出了另一种方法。然后,可以使用指数滤波器实现时间转换元素。在本文中,我们还构建了测量矩阵,并证明了它具有比傅立叶矩阵更好的相干性。此外,为了满足受限等距特性(RIP),我们通过拉伸窗口和提高E样条平滑度来减少行数和稀疏度。我们推断绑定的信号重构误差,证明了拉伸因子和平滑秩序的适当选择保证低重建误差。最后,我们还提供了存在噪声时的误差范围,表明该采样方案具有良好的鲁棒性和高Gabor帧冗余。

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