A highly energy-efficient compressed sensing encoder with robust subthreshold clockless pipeline for wireless BANs

Yi Li, Xu Cheng, Yicheng Zhang, Weijing Shi, Jun Han, Xiaoyang Zeng
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引用次数: 1

Abstract

Compressed sensing is considered as a novel energy and bandwidth solution for wireless body area networks. In subthreshold operation, the conventional parallel structure is less energy-efficient than pipeline due to the low-frequency signals and the serious leakage energy. In this paper, we present a clockless pipeline compressed sensing encoder for highly energy-efficient purpose. Quasi-Delay-Insensitive circuits are introduced in the memory and the adder for improving the subthreshold robustness. The zero value detector in control units reduces the costs of computing power consumption and period. The full customized design is implemented in TSMC 65nm LP CMOS technology. Post-layout simulation results show that it can operate in the subthreshold supply voltage of 200mV. The most energy-efficient point is achieved as 109.8pJ at 300 mV. The max operation frequency ranges from 3KHz to 690KHz at 200mV to 600mV. For a fixed-throughput ECG signal, it improves 9.5× energy-efficiency compared with the parallel structure at 300mV and realizes minimum power consumption of 0.23μW at 200mV.
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一种高效节能的压缩感知编码器,具有鲁棒的亚阈值无时钟流水线
压缩感知被认为是无线体域网络中一种新的能量和带宽解决方案。在亚阈值工况下,传统并联结构由于信号频率低、能量泄漏严重,节能效果不如管道。本文提出了一种高效节能的无时钟管道压缩感知编码器。在存储器和加法器中引入准延迟不敏感电路,提高了亚阈值鲁棒性。控制单元中的零值检测器降低了计算功耗和周期成本。全定制设计采用台积电65nm LP CMOS技术实现。布置图后的仿真结果表明,该电路可以在200mV的亚阈值电压下工作。最节能的点是在300毫伏时达到109.8pJ。在200mV至600mV时,最大工作频率范围为3KHz至690KHz。对于固定吞吐量的心电信号,该结构在300mV时的能效比并联结构提高9.5倍,在200mV时实现了0.23μW的最小功耗。
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