A new class of collision prevention MAC protocols for wireless ad hoc networks
Why this work is in the frame
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Bibliographic record
Abstract
In this paper, we investigate a new class of collision-prevention MAC protocols, called carrier sense multiple access with collision prevention (CSMA/CP), for wireless ad hoc networks. We proposed a collision-free MAC protocol called BROADEN based on CSMA/CP. To the best of our knowledge, BROADEN is the first distributed MAC protocol that can achieve 100% collision-free transmissions in both the control channel and data channel in multihop ad hoc networks. Furthermore, BROADEN can solve the hidden, exposed, and moving terminal problems at the same time. It also improves the performance of previous MAC protocols in terms of average packet delay and network throughput. Moreover, our protocol effectively supports quality-of-service (QoS) provisioning based on prioritization and reservation.
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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 | 0.001 | 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