Zone-based routing protocol for high-mobility MANET
Bibliographic record
Abstract
In high-mobility MANET, the fast change of topology increases the complexity of routing. In this paper, we propose a novel routing protocol, namely, zone-based routing (ZBR) protocol, where the network area is divided into fixed nonoverlapping square zones. There is a zone-head in each zone that acts as a router in the network and maintains information of its member nodes. A path is a collection of ID numbers, which represent the specific zones the path traverses. We define new parameters-the mobility of a node to be the number of zones a node traverses during a fixed time unit, and the path stability parameter as a value related to both the mobility of nodes a path includes and the density of the zones the path covers. In this case, we select the most stable path for routing packets. Simulation results show that the probability of broken links becomes very low, which in turn greatly increases the delivery rate of the network. We show that ZBR outperforms existing location-based routing protocols and adapts better to high-mobility MANET.
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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 | 0.000 |
| 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 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".