Over the Limits of Traditional Sampling: Advantages and Issues of AICs for Measurement Instrumentation

被引:5
作者
Iadarola, Grazia [1 ]
Daponte, Pasquale [2 ]
De Vito, Luca [2 ]
Rapuano, Sergio [2 ]
机构
[1] Polytech Univ Marche, Dept Informat Engn, I-60131 Ancona, Italy
[2] Univ Sannio, Dept Engn, I-82100 Benevento, Italy
关键词
Analog-to-Information Converter; measurement instrumentation; metrological characterization; wideband acquisition; sparse signals; Compressive Sampling; sub-Nyquist sampling; data compression; ANALOG-TO-INFORMATION; UNCERTAINTY PRINCIPLES; PROTOTYPE HARDWARE; CONVERTER; IMPLEMENTATION;
D O I
10.3390/s23020861
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Data acquisition systems have shown the need of wideband spectrum monitoring for many years. This paper describes and discusses a recently proposed architecture aimed at acquiring efficiently wideband signals, named the Analog-to-Information Converter (AIC). AIC framework and working principle implementing the sub-Nyquist sampling are analyzed in general terms. Attention is specifically focused on the idea of exploiting the condition of the signals that, despite their large bandwidth, have a small information content in the frequency domain. However, as clarified in the paper, employing AICs in measurement instrumentation necessarily entails their characterization, through the analysis of their building blocks and the corresponding non-idealities, in order to improve the signal reconstruction.
引用
收藏
页数:13
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