A prompt-tuned LLM with external score feedback solves OFDMA and MU-MIMO resource allocation under QoS and queue constraints, and switches objectives without retraining.
Beyond transmitting bits: Context, semantics, and task- oriented communications,
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Adaptive Resource Allocation Optimization Using Large Language Models in Dynamic Wireless Environments
A prompt-tuned LLM with external score feedback solves OFDMA and MU-MIMO resource allocation under QoS and queue constraints, and switches objectives without retraining.