Acquisition using differentially encoded Barker sequence in DS/SS packet radio
Why this work is in the frame
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Bibliographic record
Abstract
Code division multiple access (CDMA) has drawn great attention as a candidate for future packet radio systems because of its various advantages such as high capacity or multipath mitigation. To despread the received pseudonoise (PN) code in CDMA and thus understand the message sent, synchronization (acquisition and tracking) is necessary in priori. In fact, synchronization is a main factor in determining the throughput of the system. We propose a new acquisition procedure in a DS/SS CDMA packet radio system which is able to obtain frame and chip synchronization simultaneously, by using a differentially encoded Barker sequence as the preamble. We also introduce a two-step algorithm and a windowing technique which we found effective in overcoming the partial correlation problem. With simulation studies, we found that the new scheme outperforms other conventional schemes both under a frequency selective fading channel and an AWGN channel.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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