编码狭缝高光谱传感器的信噪比

Signals Pub Date : 2022-10-26 DOI:10.3390/signals3040045
Jonathan Piper, P. Yuen, David James
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引用次数: 0

摘要

近年来,已经提出了使用编码孔径的各种高光谱成像系统。许多传感器实现压缩传感,以更快地获取高光谱数据立方体,但在捕获全秩(非压缩)测量的传感器中使用编码孔径成像也可能是有益的。在本文中,我们分析了这种传感器的信噪比,它使用狭缝的阿达玛码模式,而不是典型的推室成像光谱仪的单个狭缝。我们表明,在主要噪声源不依赖于信号电平的情况下,编码狭缝传感器可能具有性能优势;但是Shot噪声占主导地位的传统单狭缝传感器将更有效。这些结果也可能对压缩传感系统的实用性有启示。
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Signal to Noise Ratio of a Coded Slit Hyperspectral Sensor
In recent years, a wide range of hyperspectral imaging systems using coded apertures have been proposed. Many implement compressive sensing to achieve faster acquisition of a hyperspectral data cube, but it is also potentially beneficial to use coded aperture imaging in sensors that capture full-rank (non-compressive) measurements. In this paper we analyse the signal-to-noise ratio for such a sensor, which uses a Hadamard code pattern of slits instead of the single slit of a typical pushbroom imaging spectrometer. We show that the coded slit sensor may have performance advantages in situations where the dominant noise sources do not depend on the signal level; but that where Shot noise dominates a conventional single-slit sensor would be more effective. These results may also have implications for the utility of compressive sensing systems.
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来源期刊
CiteScore
3.20
自引率
0.00%
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0
审稿时长
11 weeks
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