异质生物信号的联合模拟-信息转换

V. Cambareri, Mauro Mangia, R. Rovatti, G. Setti
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引用次数: 1

摘要

在这项工作中,我们提出了一种基于模拟-信息转换的传感协议,用于在由不同类型的传感设备组成的典型身体传感器网络中联合采集信号。该系统基于压缩感知范式,对稀疏和非稀疏信号进行联合编码,在所需传输比特方面具有优势,并且相对于不相交信号采集的标准情况实现了信噪比。理论分析得到了一些实际例子的支持,表明所提出的系统如何能够优于传统方法。
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Joint analog-to-information conversion of heterogeneous biosignals
In this work, we propose an analog-to-information conversion based sensing protocol for the joint acquisition of signals in a typical body sensor network composed of different kinds of sensing devices. The proposed system is based on the compressive sensing paradigm, and jointly encodes sparse and non-sparse signals with an advantage in terms of required transmission bits and achieved signal-to-noise ratio with respect to the standard case of disjoint signal acquisition. A theoretical analysis is supported by some practical examples which show how the proposed system is able to outperform traditional approaches.
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