Whitepapers
What we have built, explained in full.
Each paper walks through a working proof of concept: the problem it answers, how the pieces fit, what the numbers mean and how to run it yourself. Every figure is labelled by rung; the code behind every paper is open source.
2 whitepapers
The Autonomous AI-RU
An open closed loop from a Non-RT RIC energy-saving rApp, over R1 and the WG4 M-Plane, to a ruApp that decides inside the radio. The demo, the physics twin, the rApp training and the ruApp, animated.
Read the whitepaper
telecogecoTwin: a physics twin you can ask what if
How a TR 38.901 propagation model becomes a service that predicts coverage across a cluster of cells, calibrates to measurement data, and tells you what changes when you tilt an antenna or put a cell to sleep.
Read the whitepaperThe code is at ugeco-opensource/ocp-auRu (opens in a new tab). Prefer code to prose? The twin's walkthrough is also a Jupyter notebook with the maths written out before each step and the outputs baked in.