Performance evaluation of a DS/CDMA cellular system with voice and data services
Why this work is in the frame
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Bibliographic record
Abstract
This paper deals with the reverse link performance of a slotted direct sequence code division multiple access (DS/CDMA) cellular system with voice and data traffic sharing the same bandwidth. Capacity is studied based on interference analysis. We focus on the mutual interaction between services. The impacts of power level and power control error on the capacity, throughput and delay are analyzed. It is shown that system performance can be improved by selecting appropriate power levels for different services and having a tight power control, especially on voice calls. When the source rate of a data call is twice as high as that of a voice call, two schemes of transmitting data are compared. In scheme 1 and 2, each data packet occupies one and two slots respectively. Under the same capacity condition, better delay performance is achieved by scheme 2.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| 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