Performance of IEEE 802.11 medium access control protocol over a wireless local area network with distributed radio bridges
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Bibliographic record
Abstract
In this paper, the throughput and access delay performance of a distributed wireless local area network employing the IEEE 802.11 medium access control protocol is analyzed by computer simulations. The proposed network uses the same radio channel over the entire coverage area for wireless terminals to communicate with multiple radio bridges (RBs) with macrodiversity. A channel model with additive white Gaussian noise, log-normal shadowing and Rayleigh fading is considered, with or without capture effect at each receiver. Without capture effect the throughput of a linear network with 4 RBs is improved by at least 120% over that with one RB. With capture effect, the increase in performance with number of RBs is reduced as the capture ratio is increased. A two dimensional network model is also considered and found to have slightly different performance.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it