LoopHIL: Looping Hardware into LLM-assisted Agents for Wireless Embedded Systems
LLM agents are widely used for software development and debugging, but their adoption in embedded systems, especially for wireless tasks, remains limited. This is because embedded development requires hardware-in-the-loop testing. Agents cannot directly observe the spectrum, probe pins, or measure power, so they cannot verify wireless link functionality; currently, human engineers perform this verification. We systematically evaluate whether LLM agents can establish wireless links when provided with hardware access. We introduce LoopHIL, a framework that lets agents control a multi-device RF bench, monitor it with a spectrum analyzer, logic analyzer, and energy meter, and validate links a...
| Authors | Dhairya Shah, Spanddhana Sara, Savitha Viswanadh Kandala et al. |
|---|---|
| Primary category | cs.NI |
| Published | 16 October 2026 |
| Last updated at source | 16 October 2026 |
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