Design of compact multi‐band meander‐line antenna for global positioning system/wireless local area network/worldwide interoperability for microwave access band applications in laptops/tablets
Bibliographic record
Abstract
In this study, a compact (15 mm × 12 mm) uniplanar multi‐band antenna is proposed for laptops and tablets application with a near omni‐directional coverage. The main structure of the antenna implements meander design for compactness and multi‐band operation. A staircase‐type arm and an F‐shaped arm are added for achieving resonances at exact frequencies and for good impedance matching, respectively. The antenna is designed such that it operates in all the global positioning system/wireless local area network/worldwide interoperability for microwave access bands and is easy to fabricate and integrate inside laptops/tablets. A prototype of the proposed antenna is fabricated, and its performance is validated for multi‐band operation and omni‐directional radiation.
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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 | 0.001 | 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 | 0.000 |
| Open science | 0.000 | 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".