EdgeTalk-MCU: State-Aware Prompt-Constrained Local LLM Control with Runtime Shielding for Low-Latency Microcontroller Interaction. - Xiong, Jinyu; Bao, Jingfu (Applied Sciences (2076-3417), 2026)