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Channel Inference on Route 3 (test)
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5.21
RMSE Path Loss (dB)
Proposed Model
5.0676
6.0288
6.99
7.9512
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
5.21
105.53
1.5
0.9616
Proposed Model
Cross-Attention=Disabled
2026.03
5.53
189.47
2.01
0.9258
USARP
2026.03
7
159.54
1.66
0.9443
Proposed Model
GRU & Tracking=Disabled
2026.03
8.77
203.16
1.68
0.9361
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