The effects of GND electrodes in capacitive-coupling body channel communication
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Bibliographic record
Abstract
Capacitive coupling body channel communication (CC-BCC) has the potential or improving energy efficiency in wireless body area network (WBÁN). In CC-BCC, the body surface is used as the forward signal path, whereas the backward path is formed by the capacitive coupling between two ground (GND) electrodes (GEs) of transmitter (TX) and receiver (RX). The loss in forward path is much lower in CC-BCC than in wireless communication because of better conductivity of human body. However, the loss in backward path is comparable to wireless communication since the signal is coupled between two GEs in air. This paper presents a comprehensive analysis on the effect of GEs in CC-BCC using finite-element method. The analysis is verified by actual measurements. In addition, a set of guidelines is provided for the design of GEs for CC-BCC systems.
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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