Single-Edge Nibble Transmission: Challenges and Evolutions
Bibliographic record
Abstract
<div class="htmlview paragraph">Single Edge Nibble Transmission (SENT) is a promising low-cost solution for communication between off-ECU sensors and a microcontroller. First, this paper analyses the advantages of digital sensors with a special focus on position sensors. The possible integration of SENT in other application fields (such as pressure sensors) is also discussed. Secondly, it describes possible solutions for handling SENT communication on microcontrollers and it gives practical examples based on Infineon's TriCore and XC2000 families. It discusses the constraints and limitations on software level and how they could be solved by dedicated hardware implementations. Finally, this paper presents the Short PWM Code (SPC) protocol, which is a further extension of the SENT protocol. SPC aims at increasing the performance of the communication link and reducing system costs at the same time. By allowing bidirectional communication, SPC opens the way to new system relevant functionalities.</div>
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".