Literature/202311240722 compressive raman with spad arrays

<ul> <li>Source: [[<a class="litnote tooltip" href="/literature/@gentner2023">@gentner2023<span class="tooltiptext">Compressive Raman microspectroscopy parallelized by single-photon avalanche diode arrays</span></a>]]</li> <li>Tags: <a href="/tags/raman">#raman</a> <a href="/tags/compressive-raman">#compressive-raman</a> <a href="/tags/spectroscopy">#spectroscopy</a></li> </ul> <p><img alt="Pasted image 20231124072429.png" class="wikiimage" src="/pasted image 20231124072429.png" /></p> <p><a class="wikilink" href="/compressive_raman/">Compressive Raman</a> is implemented on a SPAD array (nicknamed LinoSPAD2) using a DMD element and a line-scan microscope. This is very similar to what I had in mind with the <a class="wikilink" href="/light_sheet_spectrometry/">light sheet spectrometry</a></p> <p>The core idea behind is that instead of imaging the 2D spectrum on a CCD, a DMD is introduced in between. The DMD then selects the spectral regions of interest and only those are transmitted to the SPAD array. In a previous work ([[<a class="litnote tooltip" href="/literature/@pandya2022">@pandya2022<span class="tooltiptext">Competing oxygen evolution reaction mechanisms revealed by high-speed compressive Raman imaging</span></a>]], <a class="wikilink" href="/202311240735_compressive_raman_for_chemical_reactions/">202311240735 Compressive Raman for Chemical Reactions</a>) they used a single SPAD. </p> <p>In a way this works like a <a class="wikilink" href="/configurable_spectrometer/">configurable spectrometer</a>, imaging exactly what needs to be imaged to distinguish elements. </p> <p>It is interesting to note that a <strong>DMD is also a grating</strong> and it will add dispersion to the imaging system. The image below (the insets on the top) show how the PSF is changed at different wavelengths, degrading the overall spatial and spectral resolution (on the right there is pixel-crosstalk).</p> <p><img alt="Pasted image 20231124073508.png" class="wikiimage" src="/pasted image 20231124073508.png" /> The system was used to identify PS and PMMA beads (of $6\mu m$ and $5\mu m$), and they are shown below:</p> <p><img alt="Pasted image 20231124073117.png" class="wikiimage" src="/pasted image 20231124073117.png" /></p> <h2>Some numbers</h2> <ul> <li>Pixel dwell-times ($\tau_{pdt}$) for a single detector are in the order of $1\mu s$.</li> <li>This paper achieves $\tau_{pdt}=23\mu s$, but as far as I understand, its over 128 pixels, hence an effective $\approx 5X$ improvement.</li> <li>Line-dwell times were between $10ms$ and $1ms$ (for the images with the beads)</li> </ul>