A survey and a novel scheme for RoF-PON as FTTx wireless services
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In this paper, desirable features of network architectures and enabling novel technologies for delivering future millimeter-waveband (mm-WB) radio-over-fiber (RoF) system for wireless services with the use of dense wavelength division multiplexing (DWDM) architecture is proposed. For the conceptual illustration, we considered a DWDM RoF system with channel spacing of 12.5 GHz. In the downstream system, the millimeter-wave-band RF signal is obtained at each Optical Network Units (ONUs) by using optical heterodyning photo detection between two optical carriers simultaneously; one optical carrier is modulated with the downloading customer data, while the second is un-modulated carrier. The generated RF modulated signal has a frequency of 12.5 GHz. In the upstream system, we used direct photo detection. Such a RoF system has simple, cost-effective, maintenance-reduction and is immune to laser phase noise in principle. We include in this paper a survey of related RoF network proposals and experiments as well as a background of these technologies.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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