An impulse based sensor for medical sensing applications
Bibliographic record
Abstract
This work designs a non-coherent impulse basedtransceiver operating in a frequency range of 3.1-10.6 GHz for medical sensing applications. The transmitter consists of an ON/OFF Keying data modulator, a Gaussian pulse generator, and a variable gain amplifier to control the transmitting pulse level. The receiver consists of an LNA, a multiplier, an integrator, and a comparator. The IC is designed using 0.18 microm CMOS technology with a supply voltage of 1.8 V. The simulated pulse width is 0.2 ns and the maximum pulse rate is over 1 GHz. A heart motion detection performance was demonstrated with high precision for an overall power consumption of 40 mW. This design can also be modified to be used in wireless UWB data communications to build a complete low power wireless sensor node.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".