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Channel Inference on Route 2 (test)
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4.71
RMSE Path Loss (dB)
Proposed Model
4.4572
6.1636
7.87
9.5764
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
4.71
44.48
2.85
97.35
USARP
2026.03
7.25
127.6
3.07
93.95
Proposed Model
Cross-Attention=Disabled
2026.03
9.03
283.82
3.36
92.92
Proposed Model
GRU & Tracking=Disabled
2026.03
11.03
98.43
4.08
90.23
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