Asynchronous Power Control with Active Link Protection Algorithms for Wireless Ad Hoc Networks
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Bibliographic record
Abstract
This paper presents a new asynchronous power control with active link protection algorithm for wireless ad hoc networks. Previous works in this area have focused either on the asynchronous power control algorithms with no protection or synchronous power control with active link protection algorithms. Here, we fill the gap between these two approaches and propose a generalized asynchronous power control with active link protection algorithm. This new algorithm also includes the previous synchronous algorithms as special cases. We show that the proposed new algorithm can also provide the users with some information about network structure such as the total number of users in the network. We investigate the power-updating timing issues of this algorithm in theory as well as in real world applications. At the end, the performance of this algorithm is compared to that of a synchronous scheme by presenting some simulation and numerical results.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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