Improved CEEMDAN and PSO-SVR Modeling for Near-Infrared Noninvasive Glucose Detection

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Methods</td><td class="align_center">SNR</td><td class="align_center">RMSE</td><td class="align_center">Correlative coefficient</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">EMD</td><td class="align_center">16.6707</td><td class="align_center">0.1533</td><td class="align_center">0.9896</td></tr><tr><td class="align_left">EEMD</td><td class="align_center">13.0117</td><td class="align_center">0.2336</td><td class="align_center">0.9754</td></tr><tr><td class="align_left">CEEMD</td><td class="align_center">14.2667</td><td class="align_center">0.2021</td><td class="align_center">0.9824</td></tr><tr><td class="align_left">CEEMDAN</td><td class="align_center">16.2156</td><td class="align_center">0.1615</td><td class="align_center">0.9888</td></tr><tr><td class="align_left">Improved CEEMDAN</td><td class="align_center">18.1517</td><td class="align_center">0.1292</td><td class="align_center">0.9924</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Values of SNR, RMSE, and correlative coefficient for reconstruction signal.

Computational and Mathematical Methods in Medicine

tab2

Table 2

Table 2: Improved CEEMDAN and PSO-SVR Modeling for Near-Infrared Noninvasive Glucose Detection 