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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Yuan Ji

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2026

MLEA-AMR: A Multi-Domain Lightweight Expert Framework With SNR-Conditioned Attention for Robust Automatic Modulation Recognition

Automatic modulation recognition (AMR) is a fundamental task in cognitive communications and intelligent spectrum monitoring. Existing AMR methods often underexploit complementary signal representations or rely on computationally expensive backbones. This paper proposes MLEA-AMR, a lightweight SNR-conditioned expert ag...

Yu-Wei Gao, Qin Wen, Yuan Ji et al. · 0 citations

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