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20242026
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5 papers · 1 filter

cs.NI2026

Control-Compute Governance in Agentic AI-RAN: AI Agents as Both Controllers and Workloads

Le Xia, Rose Qingyang Hu, Yuan Zhou +1

Recent advances in artificial intelligence-radio access network (AI-RAN) are placing large language model (LLM)-driven agents within the open RAN (O-RAN) control hierarchy. A promi…

cs.NI2026

xTRUCE: A Provably Safe Arbiter for Multi-xApp Conflict Mitigation in Agentic O-RAN

Le Xia, Rose Qingyang Hu, Paul S. Kudyba +2

The open radio access network (O-RAN) is evolving toward agentic operation, where large language model (LLM)-driven xApps/rApps generate control proposals under operator intents. H…

cs.NI2025

Autonomous Agricultural Monitoring with Aerial Drones and RF Energy-Harvesting Sensor Tags

Paul S. Kudyba, Haijian Sun

In precision agriculture and plant science, there is an increasing demand for wireless sensors that are easy to deploy, maintain, and monitor. This paper investigates a novel appro…

cs.NI2024

Bayesian Optimization for Fast Radio Mapping and Localization with an Autonomous Aerial Drone

Paul S. Kudyba, Qin Lu, Haijian Sun

This paper explores how a flying drone can autonomously navigate while constructing a narrowband radio map for signal localization. As flying drones become more ubiquitous, their w…

cs.NI2024

A UAV-assisted Wireless Localization Challenge on AERPAW

Paul Kudyba, Jaya Sravani Mandapaka, Weijie Wang +9

As wireless researchers are tasked to enable wireless communication as infrastructure in more dynamic aerial settings, there is a growing need for large-scale experimental platform…