AIMS: An Agentic AI Framework for Sim-to-Real Multi-Modal ISAC

arXiv:2609.39964 · cs.AI, cs.MA, eess.SP · Submitted 2026-09-30 · Read on arXiv

cs.AI, cs.MA, eess.SP

Submitted: 2026-09-30

Updated: 2026-10-01

Code: https://github.com/Pervasive-Intelligence-Lab/agentic-sionna

Terminology

• Agentic AI — 1× in this paper · explained in 1 episode
• Agentic AI Framework — 1× in this paper · explained in 1 episode

Sources

• SynthSoM-Twin: A Multi-Modal Sensing-Communication Digital-Twin Dataset for Sim2Real Transfer via Synesthesia of Machines
• GSBF: Gaussian Splatting for Environment-Aware Beamforming
• LAMBDA: A Low-Altitude Multimodal Base Dataset for UAV Sensing and Communication
• DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMO Applications
• WirelessAgent++: Automated Agentic Workflow Design and Benchmarking for Wireless Networks
• CARLA: An Open Urban Driving Simulator
• Sionna: An Open-Source Library for Next-Generation Physical Layer Research
• Qwen3 Technical Report

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