Prototyping O-RAN Enabled UAV Experimentation for the AERPAW Testbed
The Open Radio Access Network (O-RAN) architecture is reshaping the telecommunications landscape by enhancing network flexibility, openness, and intelligence. This paper establishes the requirements, evaluates the design tradeoffs, and introduces a scalable architecture and prototype of an open-sour...
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Zusammenfassung: | The Open Radio Access Network (O-RAN) architecture is reshaping the
telecommunications landscape by enhancing network flexibility, openness, and
intelligence. This paper establishes the requirements, evaluates the design
tradeoffs, and introduces a scalable architecture and prototype of an
open-source O-RAN experimentation platform within the Aerial Experimentation
and Research Platform for Advanced Wireless (AERPAW), an at scale testbed that
integrates unmanned aerial vehicles (UAVs) with advanced wireless network
technologies, offering experimentation in both outdoor testbed and emulation
via a custom digital twin (DT). Through a series of aerial experiments, we
evaluate FlexRIC, an open-source RAN Intelligent Controller, within the AERPAW
hardware-software platform for network data monitoring, providing valuable
insights into the proposed integration and revealing opportunities for
leveraging O-RAN to create custom service based optimizations for cellular
connected UAVs. We discuss the challenges and potential use cases of this
integration and demonstrate the use of a generative artificial intelligence
model for generating realistic data based on collected real-world data to
support AERPAW's DT. |
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DOI: | 10.48550/arxiv.2411.04027 |