Introducing ReCPRI: A Field Re-configurable Protocol for Backhaul Communication in a Radio Access Network
Why this work is in the frame
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Bibliographic record
Abstract
We present the Re-configurable Ethernet Common Public Radio Interface (ReCPRI) protocol as a replacement of the existing Ethernet Common Public Radio Interface (eCPRI) standard. Using the same communication infrastructure, this protocol is shown to provide the same functionality as eCPRI, maintaining full backward compatibility, all while reducing the required data bit rate and increasing the ADC sample rate by 4.4x. This is achieved using hardware-based data pre-processing at the radio tower. This protocol also makes the backhaul network SDN compatible. ReCPRI is capable of modifying the data bit rate dynamically as usage changes, modifying the hardware infrastructure in real time, migrating towers dynamically between Base Band Units, dynamically adding new functionality, and modifying the baseline infrastructure. This is all accomplished in real time, without interrupting service, and all from the Base Band Unit’s software layer.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it