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. 2023 Mar 21;23(6):3319. doi: 10.3390/s23063319

Figure 4.

Figure 4

Pre–processing steps for the raw PPG. Top to bottom: raw signal; band–pass signal with the lower envelope detected; upsampled signal with the lower envelope removed; pre–processed signal with the peaks and troughs identified.