首页> 外文会议>IEEE International Conference on ASIC >An extensible and real-time compressive sensing reconstruction hardware for WBANs using OMP
【24h】

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

机译:使用OMP的WBANS可扩展和实时压缩传感重建硬件

获取原文

摘要

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:允许以子奈奎斯特率采样稀疏信号的压缩检测理论被引入到无线体积网络中,以降低信号采集的硬件需求和能量消耗。但是,软件的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SMIC 130nm CMOS中正交匹配追求重建算法的高速硬件实现。通过使用原始的多功能收缩阵列,它是非常平行和可伸缩的。实验结果表明,它在45μs中完成了16-稀疏256长ECG信号的重建,最大工作频率为167MHz。当稀疏性为8时,恢复信号需要18μs,比最先进的设计快33%。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号