语言可控制的可编程超表面,由大型语言模型赋能
Shengguo Hu1, Jiawen Xu1, Mingyi Li1
1State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics, Peking University, Beijing 100871, China.
Nanophotonics (Berlin, Germany)
|December 5, 2024
概括
本研究介绍了语言可控制的可编程超表面,集成大型语言模型 (LLM) 进行智能电磁 (EM) 操纵. 该系统自主执行复杂的EM任务,为先进的自主代理铺平了道路.
科学领域:
- 电磁工程 电磁工程 电磁工程
- 人工智能的人工智能
- 材料科学 材料科学 材料科学
背景情况:
- 可编程的超表面为控制,通信和计算提供先进的电磁 (EM) 操纵能力.
- 目前的超表面缺乏智能,需要人工干预,并限制自主操作.
研究的目的:
- 开发能够进行自主电磁操纵的智能可编程超表面.
- 将大型语言模型 (LLM) 与可编程超表面集成,以实现类似人类的智能控制.
主要方法:
- 设计了一种原理证明语言可控制的可编程超表面,具有32×24个可电子控制的超原子,运行在5.5GHz.
- 开发了一个视觉语义地图,以便在3D环境中实现语言控制的EM操纵.
- 利用LLM自主将模两可的EM操纵任务分解为可执行的序列.
主要成果:
- 证明了复杂的EM任务的自主分解成连续的,可执行的操作.
- 在现实室内环境中成功实现了自主EM操纵.
- 验证了系统对智能,自动导向电磁控制的能力.
结论:
- 拟议的语言可控制的可编程超表面集成了LLM用于自主EM操纵.
- 该战略将可编程超表面推向人类级别的自主代理,用于智能,多模式的EM任务.
- 该系统显示出在复杂的电磁环境中进行自我指导的规划和行动的潜力.
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