Spectral-Coding-Based Compressive Single-Pixel NIR Spectroscopy in the Sub-Millisecond Regime.
Paul GattingerIvan ZorinChristian RanklMarkus BrandstetterPublished in: Sensors (Basel, Switzerland) (2021)
In this contribution, we present a high-speed, multiplex, grating spectrometer based on a spectral coding approach that is founded on principles of compressive sensing. The spectrometer employs a single-pixel InGaAs detector to measure the signals encoded by an amplitude spatial light modulator (digital micromirror device, DMD). This approach leads to a speed advantage and multiplex sensitivity advantage atypical for standard dispersive systems. Exploiting the 18.2 kHz pattern rate of the DMD, we demonstrated 4.2 ms acquisition times for full spectra with a bandwidth of 450 nm (5250-4300 cm-1; 1.9-2.33 µm). Due to the programmability of the DMD, spectral regions of interest can be chosen freely, thus reducing acquisition times further, down to the sub-millisecond regime. The adjustable resolving power of the system accessed by means of computer simulations is discussed, quantified for different measurement modes, and verified by comparison with a state-of-the-art Fourier-transform infrared spectrometer. We show measurements of characteristic polymer absorption bands in different operation regimes of the spectrometer. The theoretical multiplex advantage of 8 was experimentally verified by comparison of the noise behavior of the spectral coding approach and a standard line-scan approach.
Keyphrases
- high resolution
- high speed
- optical coherence tomography
- duchenne muscular dystrophy
- dual energy
- high throughput
- mass spectrometry
- real time pcr
- atomic force microscopy
- photodynamic therapy
- computed tomography
- muscular dystrophy
- multiple sclerosis
- ms ms
- magnetic resonance imaging
- molecular dynamics
- density functional theory
- deep learning
- single molecule
- ionic liquid
- magnetic resonance
- machine learning
- image quality
- fluorescence imaging
- single cell
- solid state
- contrast enhanced