Author

Houbiao Li

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Preprint Aug 2026

A Unified Backbone--Expert Framework with Relation-Token and Residual--Classifier Interfaces for Automatic Modulation Recognition

A unified backbone-expert framework with a common convolutional state-space backbone and two specialized interfaces for automatic modulation recognition, confirming the benefit of expert-interface decoupling over one-size-fits-all architectures.

Zhixiang Deng, Houbiao Li, Z. Cui · 0 citations