Agile 5G Networks: Advance Traffic Steering xAPP for Interference Mitigation
The Open Radio Access Network (O-RAN) signifies a substantial advancement in the telecommunications industry, with xAPPs and the RIC platform forming the core of its intelligence. By harnessing the agility of 5G and the capabilities of O-RAN, we can deploy intelligent applications, particularly for resilience and interference mitigation. We conduct a comprehensive analysis of the most prevalent xAPP service model in O-RAN, namely traffic steering, discovering its data flow and intelligent components. We identify challenges, propose solutions, and validate their effectiveness using O-RAN’s data and a system-level simulation. The results demonstrate significant enhancements in the accuracy and latency of the intelligence model, along with an 8.9% increase in throughput in the simulation.
Authors
- Connor McPeak
- Daniel J. Jakubisin (ORCID: https://orcid.org/0000-0001-6653-1005)
- Jeffrey H. Reed (ORCID: https://orcid.org/0000-0003-3494-1901)
- Hanchao Yang (ORCID: https://orcid.org/0000-0002-3827-3675)
- Nishith Tripathi (ORCID: https://orcid.org/0000-0002-6516-1425)
- Gustave Anderson
- Yaling Yang (ORCID: https://orcid.org/0009-0003-3274-7504)
- Rakesh Nagampally
Institutions
- Lockheed Martin (United States) (US)
- Virginia Tech (US)
Publication Details
- Published
- 2024-10-28
- DOI
- https://doi.org/10.1109/milcom61039.2024.10773839
- Citations
- 6
- Primary Topic
- Advanced MIMO Systems Optimization
- Type
- article
- Field-Weighted Citation Impact
- 1.25