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Mobile Information Systems
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2021
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Article
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Tab 4
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Research Article
Gated Recurrent Unit with RSSIs from Heterogeneous Network for Mobile Positioning
Table 4
Performance comparison of SGD and Adam optimizing GRU with RSSIs from different networks.
Network
Cell
Wi-Fi
Cell + Wi-Fi
Optimizer
SGD
ADAM
Nadam
SGD
ADAM
Nadam
SGD
ADAM
Nadam
Error (m)
22.54
13.59
12.96
9.67
6.28
6.91
9.28
5.86
6.44