Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
An ultra-broadband I/Q RF-DAC digital wireless transmitter architecture is proposed for 5G terminals and base stations. Broadband 1-32-GHz and tuned 20-32-GHz 2×6-bit versions of the transmitter were designed and manufactured in a production 45-nm SOI CMOS technology. They feature a process-and-temperature invariant quadrature phase generator with less than 1.4° phase error from 1 to 32 GHz, and a series-stacked, gate-segmented 2×6-bit I/Q RF-DAC. The transistor-level schematics of each block, and novel series-differential inductors for broadband common-mode rejection and differential-mode bandwidth extension are described in detail. The tuned transmitter prototype with transformer-coupled output stage achieved 19.9-dBm output power with record data rates of up to 30 Gbit/s and 24.6-pJ/bit efficiency in the 20-32-GHz range using QPSK, 16-QAM, 32-QAM, and 64-QAM modulation formats. The measured output power of the broadband transmitter is 18.4 dBm and remains larger than 13 dBm from 1 to 32 GHz. On-die generation of 16-QAM, 32-QAM, and 64-QAM modulated carriers at data rates of up to 20, 15, and 6 Gbit/s, respectively, was demonstrated.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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