An Indoor Positioning Algorithm for Wearable Device Using Deep Learning Regression Prediction Model in IoT Applications

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Hidden layer</td><td class="align_center">Single hidden layer</td><td class="align_center">Three hidden layers</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Mean positioning error (m)</td><td class="align_center">0.336</td><td class="align_center">0.268</td></tr><tr><td class="align_left">The error is less than 0.25 m registration point (%)</td><td class="align_center">19.5</td><td class="align_center">51.8</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison of results of single hidden layer and three hidden layers.</div>

Mathematical Problems in Engineering

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Table 1

Table 1: An Indoor Positioning Algorithm for Wearable Device Using Deep Learning Regression Prediction Model in IoT Applications 