Research & Reports
Oinaria's research team publishes cutting-edge studies on Private 5G, AI-powered network automation, and O-RAN technology. Our reports combine field data from real enterprise deployments with academic-quality analysis.
Featured Research Areas
- AI RAN Optimization: How machine learning models improve spectral efficiency, reduce interference, and enable autonomous network management in Private 5G deployments
- O-RAN Interoperability: Field testing results and performance benchmarks across multi-vendor O-RAN configurations
- 5G for Industry 4.0: Real-world deployment data showing Private 5G impact on manufacturing KPIs — throughput, latency, reliability
- Network Energy Efficiency: Research on how AI-driven network optimization reduces energy consumption in Private 5G networks
- Autonomous Testing: Our methodology for replacing manual RF drive testing with AI-powered continuous validation
Industry Reports
We publish quarterly industry reports analyzing the Private 5G market, including enterprise adoption trends, spectrum allocation updates, and competitive landscape analysis. These reports are available free to registered users.
Academic Partnerships
Oinaria collaborates with leading universities on joint research projects. Our published papers appear in IEEE, ACM, and other top-tier venues. We also share datasets on Kaggle and models on Hugging Face to support the broader research community.