A semantic pilot design uses LLM-based error correction to select reliable decoded symbols for data-aided channel estimation, showing lower NMSE, phase error, and BER than pilot-only methods in simulations.
Semi-data-aided channel estimation for MIMO systems via reinforcement learn- ing,
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Semantic Pilot Design for Data-Aided Channel Estimation Using a Large Language Model
A semantic pilot design uses LLM-based error correction to select reliable decoded symbols for data-aided channel estimation, showing lower NMSE, phase error, and BER than pilot-only methods in simulations.