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An extensible and real-time compressive sensing reconstruction hardware for WBANs using OMP

机译:使用OMP的WBAN的可扩展实时压缩感测重建硬件

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Compressive sensing theory, which allows sparse signal to be sampled at sub-Nyquist rate, is introduced to Wireless Body Area Networks to reduce the hardware requirement and energy consumption of signal acquisition. However, signal recovery by software causes time delay for real-time reconstruction. In this paper, we propose a high speed hardware implementation of orthogonal matching pursuit reconstruction algorithm in SMIC 130nm CMOS. By using original multi-functional systolic arrays, it is highly parallel and extensible. Experimental result shows that it completes a reconstruction of 16-sparseness 256-length ECG signal in 45μs with maximum operating frequency of 167MHz. When the sparseness is 8, it takes 18μs to recover the signal, which is 33% faster than the state-of-art design.
机译:压缩感测理论允许以亚奈奎斯特速率采样稀疏信号,已被引入无线人体局域网,以降低信号采集的硬件要求和能耗。但是,通过软件进行信号恢复会导致实时重建的时间延迟。在本文中,我们提出了在SMIC 130nm CMOS中实现正交匹配追踪重建算法的高速硬件实现。通过使用原始的多功能脉动阵列,它具有高度的并行性和可扩展性。实验结果表明,它可以在45μs内完成16稀疏256长度ECG信号的重构,最大工作频率为167MHz。稀疏度为8时,需要18μs的时间来恢复信号,这比最新设计快了33%。

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