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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

Author

Arkadeep Sinha

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Preprint Aug 2026

Deep Learning-Based Multi-User Communication Design for Dense IoT Networks: Interference-Aware Finite-Blocklength Communication and Preliminary MIMO Extensions

This work extends a prior 2-user SiameseNet transceiver framework to accommodate 2, 4, and 8 users, leveraging learned redundancy for interference suppression and noise robustness and demonstrates strong Block Error Rate (BLER) performance across various scenarios without resorting to joint detection.

Arkadeep Sinha, Shubham Paul, R. Manivasakan · 1 citation

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