Embodied Intelligent Spectrum Management: A New Paradigm for Dynamic Spectrum Access
Yihe Diao, Yuhang Wu, Hongtao Liang, Ming Xu, Rui Ding, Fuhui Zhou, Qihui Wu, and Jun Zhang

TL;DR
This paper proposes a new embodied intelligent spectrum management paradigm to address the challenges of dynamic spectrum access in agent-based wireless environments, leveraging embodied intelligence for flexible and adaptive spectrum control.
Contribution
It introduces the EISM architecture, key enabling technologies, and a prototype platform, advancing spectrum management for intelligent, dynamic wireless systems.
Findings
Prototype demonstrates improved spectrum efficiency
EISM offers greater flexibility over traditional methods
Identifies key challenges for future research
Abstract
Wireless communication is evolving into an agent era, where numerous intelligent agents equipped with perception, reasoning, and interaction capabilities will operate in highly dynamic wireless environments. To complete diverse complex tasks, agent communication will play a critical role, which enables autonomous information exchange with external tools, services, and other agents. This trendy movement will dramatically increase spectrum demand and result in unprecedented challenges for spectrum management. However, current spectrum management paradigms, including static spectrum allocation and intelligent management, lack the flexibility and generalization to accommodate the dynamic and heterogeneous demands of agent communication. The recent advancements in embodied intelligence (EI) bring a promising solution, and this article will provide our vision of an emerging embodied…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsCognitive Radio Networks and Spectrum Sensing · Wireless Signal Modulation Classification · Mobile Agent-Based Network Management
