Feasibility of Embroidered Body Worn Antenna as EM Sensor for Radiated Emissions Measurement
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In the design of wearable sensors, it is crucial to ensure that the sensors are positioned in close proximity to the object for optimal functionality. Therefore, it is imperative to address environmental requirements to guarantee that the sensors have effective operability. This paper deals with the feasibility of an embroidered body worn antenna usage as electromagnetic (EM) sensor for radiated emissions measurement. The performances feasibility of proposed sensor, made by silver yarns embroidered on a cotton sheet as a radiating element and groundplane, is examined by measuring the radiated emission sourced by some radio frequency (RF) devices. The measurement results demonstrate good receptions of radiated emissions at the frequencies of 2.4 GHz and 2.8 GHz from the source, indicating a promising feasibility of the proposed embroidered body worn antenna as an EM sensor. In addition, the results emphasize the significance of addressing environmental factors in the measurement configuration for optimal performance in sensor applications.
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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 | 0.000 |
| 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