All-digital sigma-delta RF modulator for software defined radio applications
Bibliographic record
Abstract
This paper presents an implementation of an alldigital transmitter architecture for software defined radio (SDR) applications. This transmitter uses a first order, sigma-delta modulator for one-bit quantization and noise shaping. The binary signal is passed through high-speed multiplexing circuits for frequency upconvertion directly from base-band to the desired carrier frequency [1]. This digital implementation has interesting features such as reconfigurability as well as preserving a good signal quality, at an additional expense of the high speed components required to perform oversampling and multiplexing. The behavior of the all-digital transmitter is simulated and measured using a baseband signal having 1.94 MHz bandwidth up-converted to 2.5 GHz carrier frequency. The implementation steps are shown along with the obtained simulation and measurement results. The overall linearity performance are given in terms of gain response, signal-to-noise-and-distortion ratio (SNDR) and the adjacent-channel-power ratio (ACPR).
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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".