The impact of mobility users on DS-UWB system performance
Why this work is in the frame
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Bibliographic record
Abstract
Ultra Wideband (UWB) technology is defined by the Federal Communications Commission as any wireless transmission scheme occupying a fractional bandwidth ≥20% . Such ultra-wide bandwidth gives rise to important differences between UWB and narrowband channels, especially with respect to the number of resolvable paths and arrival times of multipath components. One of most promising UWB technique is Direct-Sequence spreading based UWB (DS-UWB). Many works, have already investigated the performance of DS-UWB system under multipath fading channel, but no work has actually considered the impact of mobility on these systems. However, it is very important to model an indoor environment mobility and to analyze Bit Error Rate (BER) in order to investigate the effect of movements of users in indoor network. Therefore, our main contribution is to consider the impact of users mobility on the DS-UWB system performance.
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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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 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 it