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Low Cost Sparse Multiband Signal Characterization Using Asynchronous Multi-Rate Sampling: Algorithms and Hardware

机译:异步多速率采样的低成本稀疏多频带信号表征:算法和硬件

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Characterizing the spectrum of sparse wideband signals of high-speed devices efficiently and precisely is critical in high-speed test instrumentation design. Recently proposed sub-Nyquist rate sampling systems have the potential to significantly reduce the cost and complexity of sparse spectrum characterization; however, due to imperfections and variations in hardware design, numerous implementation and calibration issues have risen and need to be solved for robust and stable signal acquisition. In this paper, we propose a low-cost and low-complexity hardware architecture and associated asynchronous multi-rate sub-Nyquist rate sampling based algorithms for sparse spectrum characterization. The proposed scheme can be implemented with a single ADC or with multiple ADCs as in multi-channel or band-interleaved sensing architectures. Compared to other sub-Nyquist rate sampling methods, the proposed hardware scheme can achieve wideband sparse spectrum characterization with minimum cost and calibration effort. A hardware prototype built using off-the-shelf components is used to demonstrate the feasibility of the proposed approach.
机译:在高速测试仪器设计中,有效而精确地表征高速设备稀疏宽带信号的频谱至关重要。最近提出的次奈奎斯特速率采样系统具有显着降低稀疏频谱表征的成本和复杂性的潜力。但是,由于硬件设计的不完善和变化,已经出现了许多实现和校准问题,需要解决这些问题才能获得稳定可靠的信号。在本文中,我们提出了一种低成本,低复杂度的硬件体系结构以及相关的基于异步多速率子奈奎斯特速率采样的稀疏频谱表征算法。所提议的方案可以用一个ADC或多个ADC来实现,就像在多通道或频带交错的传感架构中一样。与其他次奈奎斯特速率采样方法相比,所提出的硬件方案可以以最少的成本和校准工作量实现宽带稀疏频谱表征。使用现成的组件构建的硬件原型用于演示所提出方法的可行性。

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