Simultaneous electric and magnetic two-dimensional tuning of substrate integrated waveguide cavity resonator
Bibliographic record
Abstract
A concept of simultaneous electric and magnetic two-dimensional (2-D) tuning of cavity resonator based on substrate integrated waveguide (SIW) technology is presented and demonstrated. For a dominant TE101mode SIW cavity resonator, magnetic tuning is achieved by loading a YIG ferrite slab and electric tuning is achieved by placing a varactor diode and capacitors in the cavity. Considering only electric tuning using varactor diodes 1.3% of total tuning range is measured, while for simultaneous electric and magnetic tuning it is 7.9% with unloaded Q-factor better than 130. Using 0.05–0.1 pF of surface mount capacitor a total tuning range of 20% is experimentally achieved. Transmission line theory is used to derive a theoretical 2-D tuned resonant frequency curve, which depicts the variation of cavity resonant frequency with external applied magnetic fields and the capacitance values. The designed dual E- and H-field tunable cavity resonator is cost effective and can be applied in frequency-agile microwave systems.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".