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Channel Inference on Route 1 (test)
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5.62
RMSE Path Loss [dB]
Proposed Model
5.4104
6.8252
8.24
9.6548
Mar 30, 2026
RMSE Path Loss [dB]
RMSE Delay Spread [ns]
RMSE K-Factor [dB]
PDP Average Cosine Similarity
Updated 19d ago
Evaluation Results
Method
Method
Links
RMSE Path Loss [dB]
RMSE Delay Spread [ns]
RMSE K-Factor [dB]
PDP Average Cosine Similarity
Proposed Model
2026.03
5.62
97.45
2.46
96.43
USARP
2026.03
7.71
227.88
3.76
90.71
Proposed Model
Cross-Attention=Disabled
2026.03
8.39
206.86
3.11
92.29
Proposed Model
GRU & Tracking=Disabled
2026.03
10.86
122.29
2.91
89.42
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