Design of Series- fed Patch Array with Modified Binomial Coefficients for MIMO Radar Application
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Bibliographic record
Abstract
In this paper, we propose a collocated antenna configuration having three transmitter and five receiver arrays for automotive MIMO Radar application. The individual antenna arrays consist of a seven-element series fed array with the feed provided at the edge. We introduce a modified-binomial coefficient-based excitation scheme to achieve improved side-lobe level (SLL) in series-fed patch arrays with edge feeding. The proposed MIMO configuration exhibits low SLL less than 16 dB and a wide field-of-view (FoV) of about 80° in the azimuth plane, along with satisfactory angular resolution (5.82°) and low cross-polar level (30 dB), rendering it extremely suitable for automotive medium-range radar (MRR) application.
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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 | 0.001 | 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 | 0.000 | 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 it