A radio over fiber network architecture for road vehicle communication systems using 2-D photonic quasi-crystals
Bibliographic record
Abstract
The road vehicle communication system constitutes an important component of an intelligent transportation system (ITS). In this structure, control station is connected to base station via optical fiber for accomplishing high bandwidth data exchange. Due to millimeter-wave feature, the system has small cells and also provides high mobility. In order to have fast handover and dynamic bandwidth allocation, a medium access control scheme is used. Base stations are deployed along the road to support the communication link to a vehicle. In this paper, we use a quasi-crystal lens to focus the reflected waves to reduce the number of the base stations. The structure of the quasicrystal lens posses 12-fold symmetry and hence 12-fold symmetric quasi-crystal. In this quasi structure, we have demonstrated that if we select a proper slab thickness, we can achieve focusing in the outside of the slab as well as equal intensity of the source wave.
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How this classification was reachedexpand
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 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".