Multi-Port UHF RFID tag antenna for enhanced energy harvesting of self-powered wireless sensors
Bibliographic record
Abstract
In this paper, a multi-port RFID tag antenna is integrated with an I2C-RFID chip along with a microcontroller unit (MCU) and a sensor to implement a low-cost wireless temperature sensor using a commercial RFID reader. The key feature of this design is a two-port patch antenna with energy-harvesting circuitry at its second port, which can acquire the supply voltage needed for the operation of RFID tag sensor from the RF signal transmitted by the reader. In addition, a secondary method of energy harvesting is included by integrating thin film solar cells in the RFID tag profile. The measurements of the fabricated tag-based sensor demonstrate that a maximum sensing/reading range of 27 m is achieved when all the circuits are powered using solar cells. When the tag is operated as a simple RFID tag with no energy harvesting employed to power up the passive RFID chip 12.1m reading range is obtained.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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 | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".