Emissive Properties of Wearable Wireless-Communicating Textiles Made From Multimaterial Fibers
Why this work is in the frame
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Bibliographic record
Abstract
This paper presents the emissive properties of wearable wireless-communicating textiles made from multimaterial fibers for network applications at 2.4 GHz frequency. Tests conducted on these textiles have shown that, for on-body and off-body scenarios, the emissive properties in terms of return loss (S <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">11</sub> ), radiation pattern, efficiency (gain), and bit-error rate (BER) adequately address short-range wireless communications applications at Mbps data-rate scales. The wireless-communicating textiles were fabricated by integrating polymer-glass-metal fiber composites into textile hosts using conventional weaving process. This multimaterial fiber approach provided good radio-frequency (RF) emissive properties in compliance with safety regulations while preserving the mechanical and cosmetic properties of the garments. These results demonstrate that multimaterial fiber textiles could be designed for short-range wireless network applications addressing the IEEE 802.11b/g/n and IEEE 802.15.4 standards at 2.4 GHz frequency.
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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