A direct down-conversion receiver for coherent extraction of digital baseband signals using the injection locked oscillators
Bibliographic record
Abstract
In today’s digital wireless communications direct down-conversion receiver is becoming a favorite choice due to its overall simplicity and low cost. However, carrier recovery of the received digitally modulated RF signal for clear IQ signal extraction at high symbol rates is not so simple. Until now, phase-locked loop (PLL) and/or direct-digital synthesizers (DDS) or combination of both have been used for better performance but at the expense of high complexity or cost. In this paper for the first time we propose a direct downconversion receiver that uses an injection-locked oscillator (ILO) for carrier recovery and frequency synthesizing. The results are shown for carrier recovery of a 2.1GHz 20Msps 8PSK signal and coherent demodulation of a 2.78GHz 160Msps QPSK signal. The receiver presented is of low-cost and low-complexity and applicable to any kind of digitally modulated signals reception. It can be used in many wireless applications as WiMax, RFID and sensor networks.
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.
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".