Prototypical networks trained on 23% of angle classes achieve 3-degree MAE on unseen angles with 4 shots and 2-degree MAE with 32 shots on real SDR data.
Fine-grained transduc- tive prototypical network-based few-shot signal modulation classification using coarse labels
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.SP 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
ProtoAoA: Few-Shot Angle-of-Arrival Estimation using Prototypical Networks
Prototypical networks trained on 23% of angle classes achieve 3-degree MAE on unseen angles with 4 shots and 2-degree MAE with 32 shots on real SDR data.