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Mobile Information Systems
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Mobile Information Systems
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2021
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Article
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Tab 3
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Research Article
Gated Recurrent Unit with RSSIs from Heterogeneous Network for Mobile Positioning
Table 3
Positioning error of deep learning techniques with RSSIs from different networks when memory length is equal to 2 s.
Network
RNN
LSTM
GRU
Triple RNN
Triple LSTM
Triple GRU
Ensemble
Cell
14.16
15.00
13.59
14.36
14.52
12.36
12.69
Wi-Fi
7.16
7.85
6.49
7.09
6.90
7.73
6.04
Cell + Wi-Fi
9.43
10.22
5.85
8.41
7.46
7.61
6.93