NeuralEmu uses machine learning trained on real 5G telemetry to predict resource blocks and modulation for multiple users, cutting emulation error by 51-57% versus prior tools for web, video, and gaming metrics.
Synergetic Empowerment: Wireless Communications Meets Embodied Intelligence
2 Pith papers cite this work. Polarity classification is still indexing.
abstract
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.
citation-role summary
citation-polarity summary
fields
cs.NI 2years
2026 2verdicts
UNVERDICTED 2roles
background 1polarities
background 1representative citing papers
Proposes a system-level perception-communication-action architecture for embodied AI-native 6G and identifies enabling technologies plus open challenges.
citing papers explorer
-
NeuralEmu: in situ Measurement-Driven, ML-based, High-Fidelity 5G Network Emulation
NeuralEmu uses machine learning trained on real 5G telemetry to predict resource blocks and modulation for multiple users, cutting emulation error by 51-57% versus prior tools for web, video, and gaming metrics.
-
Empowering Embodied AI in 6G Networks: Architecture, Enablers, and Open Challenges
Proposes a system-level perception-communication-action architecture for embodied AI-native 6G and identifies enabling technologies plus open challenges.