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arXiv 2509.10481cs.NIcs.ROcs.SYeess.SPeess.SY

协同赋能:无线通信遇见具身智能

Synergetic Empowerment: Wireless Communications Meets Embodied Intelligence

College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics(南京航空航天大学电子与信息工程学院);College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics(南京航空航天大学人工智能学院)

Hongtao Liang, Yihe Diao, YuHang Wu, Fuhui Zhou, Qihui Wu

AI总结:

本文提出无线通信与具身智能的协同赋能框架,通过感知-认知-执行循环揭示二者相互促进的双重性,将无线通信从简单工具转变为集体智能的数字神经系统,并推动孤立智能体进化为具备涌现能力的超个体。

摘要:

无线通信正在演变为一个智能体时代,其中具有内在具身智能的大规模智能体不仅是用户,更是积极参与者。无线通信与具身智能的完美结合可以实现协同赋能,极大促进智能体通信的发展。本文介绍了这种协同赋能的概览,将其视为一个共同进化过程,将无线通信从简单的工具转变为集体智能的数字神经系统,同时将孤立的智能体提升为一个统一的超个体,其涌现能力远超个体贡献的总和。此外,我们通过感知-认知-执行(PCE)循环的视角详细阐述了具身智能与无线通信如何相互受益,揭示了一个基本双重性:每个PCE阶段既对网络容量提出挑战,又为系统级优化创造了前所未有的机遇。最后,指出了关键开放问题和未来研究方向。

英文摘要:

Wireless communication is evolving into an agent era, where large-scale agents with inherent embodied intelligence are not just users but active participants. The perfect combination of wireless communication and embodied intelligence can achieve a synergetic empowerment and greatly facilitate the development of agent communication. An overview of this synergetic empowerment is presented, framing it as a co-evolutionary process that transforms wireless communication from a simple utility into the digital nervous system of a collective intelligence, while simultaneously elevating isolated agents into a unified superorganism with emergent capabilities far exceeding individual contributions. Moreover, we elaborate how embodied intelligence and wireless communication mutually benefit each other through the lens of the perception-cognition-execution (PCE) loop, revealing a fundamental duality where each PCE stage both challenges network capacity and creates unprecedented opportunities for system-wide optimization. Furthermore, critical open issues and future research directions are identified.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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